From effd61df4f36f13f4b199a03819304e36833e477 Mon Sep 17 00:00:00 2001
From: "leo.bouscarrat" <leo.bouscarrat@frontend.lif.univ-mrs.fr>
Date: Thu, 5 Mar 2020 10:22:49 +0100
Subject: [PATCH] Add new datasets"
---
experiments/.gitkeep | 0
.../stage1/none_with_params.json | 39 -----------
.../stage1/none_wo_params.json | 39 -----------
.../stage1/omp_with_params.json | 39 -----------
.../stage1/omp_wo_params.json | 39 -----------
.../stage1/params.json | 12 ----
.../stage1/random_wo_params.json | 39 -----------
.../stage2/no_normalization.json | 39 -----------
.../stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../stage2/normalize_weights.json | 39 -----------
.../stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../stage3/train-train-dev_subset.json | 39 -----------
experiments/boston/stage1/none_wo_params.json | 39 -----------
.../boston/stage1/omp_with_params.json | 39 -----------
experiments/boston/stage1/omp_wo_params.json | 39 -----------
experiments/boston/stage1/params.json | 28 --------
.../boston/stage1/random_with_params.json | 39 -----------
.../boston/stage1/random_wo_params.json | 39 -----------
.../boston/stage2/no_normalization.json | 39 -----------
experiments/boston/stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../boston/stage2/normalize_weights.json | 39 -----------
.../boston/stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../boston/stage3/train-train-dev_subset.json | 39 -----------
.../stage1/none_with_params.json | 39 -----------
.../breast_cancer/stage1/none_wo_params.json | 39 -----------
.../breast_cancer/stage1/omp_with_params.json | 39 -----------
.../breast_cancer/stage1/omp_wo_params.json | 39 -----------
experiments/breast_cancer/stage1/params.json | 28 --------
.../stage1/random_with_params.json | 39 -----------
.../stage1/random_wo_params.json | 39 -----------
.../stage2/no_normalization.json | 39 -----------
.../breast_cancer/stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../stage2/normalize_weights.json | 39 -----------
.../stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../stage3/train-train-dev_subset.json | 39 -----------
.../stage1/none_with_params_1.json | 37 -----------
.../stage1/none_wo_params.json | 39 -----------
.../stage1/none_wo_params_4.json | 37 -----------
.../stage1/omp_with_params_3.json | 37 -----------
.../stage1/omp_wo_params.json | 39 -----------
.../stage1/omp_wo_params_6.json | 37 -----------
.../california_housing/stage1/params.json | 16 -----
.../stage1/random_with_params.json | 39 -----------
.../stage1/random_with_params_2.json | 37 -----------
.../stage1/random_wo_params.json | 39 -----------
.../stage1/random_wo_params_5.json | 37 -----------
.../stage2/no_normalization.json | 39 -----------
.../stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../stage2/normalize_weights.json | 39 -----------
.../stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../stage3/train-train-dev_subset.json | 39 -----------
.../stage4/none_with_params.json | 56 ++++++++--------
.../stage4/omp_with_params.json | 56 ++++++++--------
.../stage4/random_with_params.json | 56 ++++++++--------
.../diabetes/stage1/none_with_params.json | 38 -----------
.../diabetes/stage1/none_wo_params.json | 38 -----------
.../diabetes/stage1/omp_with_params.json | 38 -----------
.../diabetes/stage1/omp_wo_params.json | 38 -----------
experiments/diabetes/stage1/params.json | 28 --------
.../diabetes/stage1/random_with_params.json | 38 -----------
.../diabetes/stage1/random_wo_params.json | 38 -----------
.../diabetes/stage2/no_normalization.json | 38 -----------
experiments/diabetes/stage2/normalize_D.json | 38 -----------
.../stage2/normalize_D_and_weights.json | 38 -----------
.../diabetes/stage2/normalize_weights.json | 38 -----------
.../diabetes/stage3/train-dev_subset.json | 38 -----------
.../stage3/train-dev_train-dev_subset.json | 38 -----------
.../stage3/train-train-dev_subset.json | 38 -----------
experiments/diamonds/stage1/params.json | 28 --------
.../diamonds/stage4/none_with_params.json | 52 +++++++--------
.../diamonds/stage4/omp_with_params.json | 52 +++++++--------
.../diamonds/stage4/random_with_params.json | 52 +++++++--------
.../digits/stage1/none_with_params.json | 39 -----------
experiments/digits/stage1/none_wo_params.json | 39 -----------
.../digits/stage1/omp_with_params.json | 39 -----------
experiments/digits/stage1/omp_wo_params.json | 39 -----------
experiments/digits/stage1/params.json | 18 -----
.../digits/stage1/random_wo_params.json | 39 -----------
.../digits/stage2/no_normalization.json | 39 -----------
experiments/digits/stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../digits/stage2/normalize_weights.json | 39 -----------
.../digits/stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../digits/stage3/train-train-dev_subset.json | 39 -----------
.../digits/stage4/none_with_params.json | 56 ++++++++--------
.../digits/stage4/omp_with_params.json | 56 ++++++++--------
.../digits/stage4/random_with_params.json | 56 ++++++++--------
experiments/iris/stage1/params.json | 28 --------
experiments/iris/stage2/no_normalization.json | 39 -----------
experiments/iris/stage2/normalize_D.json | 39 -----------
.../iris/stage2/normalize_D_and_weights.json | 39 -----------
.../iris/stage2/normalize_weights.json | 39 -----------
experiments/iris/stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../iris/stage3/train-train-dev_subset.json | 39 -----------
.../stage4}/none_with_params.json | 45 +++++++++----
.../stage4}/omp_with_params.json | 45 +++++++++----
.../stage4}/random_with_params.json | 45 +++++++++----
experiments/kr-vs-kp/stage1/params.json | 28 ++++++++
.../kr-vs-kp/stage4/none_with_params.json | 62 ++++++++++++++++++
.../kr-vs-kp/stage4/omp_with_params.json | 62 ++++++++++++++++++
.../stage4}/random_with_params.json | 49 ++++++++++----
.../lfw_pairs/stage1/none_with_params.json | 39 -----------
.../lfw_pairs/stage1/none_wo_params.json | 39 -----------
.../lfw_pairs/stage1/omp_with_params.json | 39 -----------
.../lfw_pairs/stage1/omp_wo_params.json | 39 -----------
experiments/lfw_pairs/stage1/params.json | 16 -----
.../lfw_pairs/stage1/random_with_params.json | 39 -----------
.../lfw_pairs/stage1/random_wo_params.json | 39 -----------
.../lfw_pairs/stage2/no_normalization.json | 39 -----------
experiments/lfw_pairs/stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../lfw_pairs/stage2/normalize_weights.json | 39 -----------
.../lfw_pairs/stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../stage3/train-train-dev_subset.json | 39 -----------
.../lfw_pairs/stage4/none_with_params.json | 56 ++++++++--------
.../lfw_pairs/stage4/omp_with_params.json | 56 ++++++++--------
.../lfw_pairs/stage4/random_with_params.json | 56 ++++++++--------
.../linnerud/stage1/none_with_params.json | 39 -----------
.../linnerud/stage1/none_wo_params.json | 39 -----------
.../linnerud/stage1/omp_with_params.json | 39 -----------
.../linnerud/stage1/omp_wo_params.json | 39 -----------
experiments/linnerud/stage1/params.json | 28 --------
.../linnerud/stage1/random_with_params.json | 39 -----------
.../linnerud/stage1/random_wo_params.json | 39 -----------
.../linnerud/stage2/no_normalization.json | 39 -----------
experiments/linnerud/stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../linnerud/stage2/normalize_weights.json | 39 -----------
.../linnerud/stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../stage3/train-train-dev_subset.json | 39 -----------
.../stage1/none_with_params.json | 39 -----------
.../olivetti_faces/stage1/none_wo_params.json | 39 -----------
.../stage1/omp_with_params.json | 39 -----------
.../olivetti_faces/stage1/omp_wo_params.json | 39 -----------
experiments/olivetti_faces/stage1/params.json | 28 --------
.../stage1/random_with_params.json | 39 -----------
.../stage1/random_wo_params.json | 39 -----------
.../stage2/no_normalization.json | 39 -----------
.../olivetti_faces/stage2/normalize_D.json | 39 -----------
.../stage2/normalize_D_and_weights.json | 39 -----------
.../stage2/normalize_weights.json | 39 -----------
.../stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../stage3/train-train-dev_subset.json | 39 -----------
.../steel-plates/stage4/none_with_params.json | 62 ++++++++++++++++++
.../steel-plates/stage4/omp_with_params.json | 62 ++++++++++++++++++
.../stage4/random_with_params.json | 62 ++++++++++++++++++
experiments/wine/stage1/none_with_params.json | 39 -----------
experiments/wine/stage1/none_wo_params.json | 39 -----------
experiments/wine/stage1/omp_with_params.json | 39 -----------
experiments/wine/stage1/omp_wo_params.json | 39 -----------
experiments/wine/stage1/params.json | 28 --------
.../wine/stage1/random_with_params.json | 39 -----------
experiments/wine/stage1/random_wo_params.json | 39 -----------
experiments/wine/stage3/train-dev_subset.json | 39 -----------
.../stage3/train-dev_train-dev_subset.json | 39 -----------
.../wine/stage3/train-train-dev_subset.json | 39 -----------
requirements.txt | 4 +-
results/kin8nm/stage4/losses.png | Bin 0 -> 44160 bytes
results/kr-vs-kp/stage4/losses.png | Bin 0 -> 53075 bytes
results/steel-plates/stage4/losses.png | Bin 0 -> 42766 bytes
scripts/run_stage4_experiments.sh | 2 +-
174 files changed, 809 insertions(+), 5866 deletions(-)
delete mode 100644 experiments/.gitkeep
delete mode 100644 experiments/20newsgroups_vectorized/stage1/none_with_params.json
delete mode 100644 experiments/20newsgroups_vectorized/stage1/none_wo_params.json
delete mode 100644 experiments/20newsgroups_vectorized/stage1/omp_with_params.json
delete mode 100644 experiments/20newsgroups_vectorized/stage1/omp_wo_params.json
delete mode 100644 experiments/20newsgroups_vectorized/stage1/params.json
delete mode 100644 experiments/20newsgroups_vectorized/stage1/random_wo_params.json
delete mode 100644 experiments/20newsgroups_vectorized/stage2/no_normalization.json
delete mode 100644 experiments/20newsgroups_vectorized/stage2/normalize_D.json
delete mode 100644 experiments/20newsgroups_vectorized/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/20newsgroups_vectorized/stage2/normalize_weights.json
delete mode 100644 experiments/20newsgroups_vectorized/stage3/train-dev_subset.json
delete mode 100644 experiments/20newsgroups_vectorized/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/20newsgroups_vectorized/stage3/train-train-dev_subset.json
delete mode 100644 experiments/boston/stage1/none_wo_params.json
delete mode 100644 experiments/boston/stage1/omp_with_params.json
delete mode 100644 experiments/boston/stage1/omp_wo_params.json
delete mode 100644 experiments/boston/stage1/params.json
delete mode 100644 experiments/boston/stage1/random_with_params.json
delete mode 100644 experiments/boston/stage1/random_wo_params.json
delete mode 100644 experiments/boston/stage2/no_normalization.json
delete mode 100644 experiments/boston/stage2/normalize_D.json
delete mode 100644 experiments/boston/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/boston/stage2/normalize_weights.json
delete mode 100644 experiments/boston/stage3/train-dev_subset.json
delete mode 100644 experiments/boston/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/boston/stage3/train-train-dev_subset.json
delete mode 100644 experiments/breast_cancer/stage1/none_with_params.json
delete mode 100644 experiments/breast_cancer/stage1/none_wo_params.json
delete mode 100644 experiments/breast_cancer/stage1/omp_with_params.json
delete mode 100644 experiments/breast_cancer/stage1/omp_wo_params.json
delete mode 100644 experiments/breast_cancer/stage1/params.json
delete mode 100644 experiments/breast_cancer/stage1/random_with_params.json
delete mode 100644 experiments/breast_cancer/stage1/random_wo_params.json
delete mode 100644 experiments/breast_cancer/stage2/no_normalization.json
delete mode 100644 experiments/breast_cancer/stage2/normalize_D.json
delete mode 100644 experiments/breast_cancer/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/breast_cancer/stage2/normalize_weights.json
delete mode 100644 experiments/breast_cancer/stage3/train-dev_subset.json
delete mode 100644 experiments/breast_cancer/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/breast_cancer/stage3/train-train-dev_subset.json
delete mode 100644 experiments/california_housing/stage1/none_with_params_1.json
delete mode 100644 experiments/california_housing/stage1/none_wo_params.json
delete mode 100644 experiments/california_housing/stage1/none_wo_params_4.json
delete mode 100644 experiments/california_housing/stage1/omp_with_params_3.json
delete mode 100644 experiments/california_housing/stage1/omp_wo_params.json
delete mode 100644 experiments/california_housing/stage1/omp_wo_params_6.json
delete mode 100644 experiments/california_housing/stage1/params.json
delete mode 100644 experiments/california_housing/stage1/random_with_params.json
delete mode 100644 experiments/california_housing/stage1/random_with_params_2.json
delete mode 100644 experiments/california_housing/stage1/random_wo_params.json
delete mode 100644 experiments/california_housing/stage1/random_wo_params_5.json
delete mode 100644 experiments/california_housing/stage2/no_normalization.json
delete mode 100644 experiments/california_housing/stage2/normalize_D.json
delete mode 100644 experiments/california_housing/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/california_housing/stage2/normalize_weights.json
delete mode 100644 experiments/california_housing/stage3/train-dev_subset.json
delete mode 100644 experiments/california_housing/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/california_housing/stage3/train-train-dev_subset.json
delete mode 100644 experiments/diabetes/stage1/none_with_params.json
delete mode 100644 experiments/diabetes/stage1/none_wo_params.json
delete mode 100644 experiments/diabetes/stage1/omp_with_params.json
delete mode 100644 experiments/diabetes/stage1/omp_wo_params.json
delete mode 100644 experiments/diabetes/stage1/params.json
delete mode 100644 experiments/diabetes/stage1/random_with_params.json
delete mode 100644 experiments/diabetes/stage1/random_wo_params.json
delete mode 100644 experiments/diabetes/stage2/no_normalization.json
delete mode 100644 experiments/diabetes/stage2/normalize_D.json
delete mode 100644 experiments/diabetes/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/diabetes/stage2/normalize_weights.json
delete mode 100644 experiments/diabetes/stage3/train-dev_subset.json
delete mode 100644 experiments/diabetes/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/diabetes/stage3/train-train-dev_subset.json
delete mode 100644 experiments/diamonds/stage1/params.json
delete mode 100644 experiments/digits/stage1/none_with_params.json
delete mode 100644 experiments/digits/stage1/none_wo_params.json
delete mode 100644 experiments/digits/stage1/omp_with_params.json
delete mode 100644 experiments/digits/stage1/omp_wo_params.json
delete mode 100644 experiments/digits/stage1/params.json
delete mode 100644 experiments/digits/stage1/random_wo_params.json
delete mode 100644 experiments/digits/stage2/no_normalization.json
delete mode 100644 experiments/digits/stage2/normalize_D.json
delete mode 100644 experiments/digits/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/digits/stage2/normalize_weights.json
delete mode 100644 experiments/digits/stage3/train-dev_subset.json
delete mode 100644 experiments/digits/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/digits/stage3/train-train-dev_subset.json
delete mode 100644 experiments/iris/stage1/params.json
delete mode 100644 experiments/iris/stage2/no_normalization.json
delete mode 100644 experiments/iris/stage2/normalize_D.json
delete mode 100644 experiments/iris/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/iris/stage2/normalize_weights.json
delete mode 100644 experiments/iris/stage3/train-dev_subset.json
delete mode 100644 experiments/iris/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/iris/stage3/train-train-dev_subset.json
rename experiments/{california_housing/stage1 => kin8nm/stage4}/none_with_params.json (55%)
rename experiments/{california_housing/stage1 => kin8nm/stage4}/omp_with_params.json (55%)
rename experiments/{digits/stage1 => kin8nm/stage4}/random_with_params.json (55%)
create mode 100644 experiments/kr-vs-kp/stage1/params.json
create mode 100644 experiments/kr-vs-kp/stage4/none_with_params.json
create mode 100644 experiments/kr-vs-kp/stage4/omp_with_params.json
rename experiments/{20newsgroups_vectorized/stage1 => kr-vs-kp/stage4}/random_with_params.json (50%)
delete mode 100644 experiments/lfw_pairs/stage1/none_with_params.json
delete mode 100644 experiments/lfw_pairs/stage1/none_wo_params.json
delete mode 100644 experiments/lfw_pairs/stage1/omp_with_params.json
delete mode 100644 experiments/lfw_pairs/stage1/omp_wo_params.json
delete mode 100644 experiments/lfw_pairs/stage1/params.json
delete mode 100644 experiments/lfw_pairs/stage1/random_with_params.json
delete mode 100644 experiments/lfw_pairs/stage1/random_wo_params.json
delete mode 100644 experiments/lfw_pairs/stage2/no_normalization.json
delete mode 100644 experiments/lfw_pairs/stage2/normalize_D.json
delete mode 100644 experiments/lfw_pairs/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/lfw_pairs/stage2/normalize_weights.json
delete mode 100644 experiments/lfw_pairs/stage3/train-dev_subset.json
delete mode 100644 experiments/lfw_pairs/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/lfw_pairs/stage3/train-train-dev_subset.json
delete mode 100644 experiments/linnerud/stage1/none_with_params.json
delete mode 100644 experiments/linnerud/stage1/none_wo_params.json
delete mode 100644 experiments/linnerud/stage1/omp_with_params.json
delete mode 100644 experiments/linnerud/stage1/omp_wo_params.json
delete mode 100644 experiments/linnerud/stage1/params.json
delete mode 100644 experiments/linnerud/stage1/random_with_params.json
delete mode 100644 experiments/linnerud/stage1/random_wo_params.json
delete mode 100644 experiments/linnerud/stage2/no_normalization.json
delete mode 100644 experiments/linnerud/stage2/normalize_D.json
delete mode 100644 experiments/linnerud/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/linnerud/stage2/normalize_weights.json
delete mode 100644 experiments/linnerud/stage3/train-dev_subset.json
delete mode 100644 experiments/linnerud/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/linnerud/stage3/train-train-dev_subset.json
delete mode 100644 experiments/olivetti_faces/stage1/none_with_params.json
delete mode 100644 experiments/olivetti_faces/stage1/none_wo_params.json
delete mode 100644 experiments/olivetti_faces/stage1/omp_with_params.json
delete mode 100644 experiments/olivetti_faces/stage1/omp_wo_params.json
delete mode 100644 experiments/olivetti_faces/stage1/params.json
delete mode 100644 experiments/olivetti_faces/stage1/random_with_params.json
delete mode 100644 experiments/olivetti_faces/stage1/random_wo_params.json
delete mode 100644 experiments/olivetti_faces/stage2/no_normalization.json
delete mode 100644 experiments/olivetti_faces/stage2/normalize_D.json
delete mode 100644 experiments/olivetti_faces/stage2/normalize_D_and_weights.json
delete mode 100644 experiments/olivetti_faces/stage2/normalize_weights.json
delete mode 100644 experiments/olivetti_faces/stage3/train-dev_subset.json
delete mode 100644 experiments/olivetti_faces/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/olivetti_faces/stage3/train-train-dev_subset.json
create mode 100644 experiments/steel-plates/stage4/none_with_params.json
create mode 100644 experiments/steel-plates/stage4/omp_with_params.json
create mode 100644 experiments/steel-plates/stage4/random_with_params.json
delete mode 100644 experiments/wine/stage1/none_with_params.json
delete mode 100644 experiments/wine/stage1/none_wo_params.json
delete mode 100644 experiments/wine/stage1/omp_with_params.json
delete mode 100644 experiments/wine/stage1/omp_wo_params.json
delete mode 100644 experiments/wine/stage1/params.json
delete mode 100644 experiments/wine/stage1/random_with_params.json
delete mode 100644 experiments/wine/stage1/random_wo_params.json
delete mode 100644 experiments/wine/stage3/train-dev_subset.json
delete mode 100644 experiments/wine/stage3/train-dev_train-dev_subset.json
delete mode 100644 experiments/wine/stage3/train-train-dev_subset.json
create mode 100644 results/kin8nm/stage4/losses.png
create mode 100644 results/kr-vs-kp/stage4/losses.png
create mode 100644 results/steel-plates/stage4/losses.png
diff --git a/experiments/.gitkeep b/experiments/.gitkeep
deleted file mode 100644
index e69de29..0000000
diff --git a/experiments/20newsgroups_vectorized/stage1/none_with_params.json b/experiments/20newsgroups_vectorized/stage1/none_with_params.json
deleted file mode 100644
index 5995414..0000000
--- a/experiments/20newsgroups_vectorized/stage1/none_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage1/none_wo_params.json b/experiments/20newsgroups_vectorized/stage1/none_wo_params.json
deleted file mode 100644
index ce4d440..0000000
--- a/experiments/20newsgroups_vectorized/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage1/omp_with_params.json b/experiments/20newsgroups_vectorized/stage1/omp_with_params.json
deleted file mode 100644
index 2fc82e9..0000000
--- a/experiments/20newsgroups_vectorized/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage1/omp_wo_params.json b/experiments/20newsgroups_vectorized/stage1/omp_wo_params.json
deleted file mode 100644
index f743b50..0000000
--- a/experiments/20newsgroups_vectorized/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage1/params.json b/experiments/20newsgroups_vectorized/stage1/params.json
deleted file mode 100644
index 76662d7..0000000
--- a/experiments/20newsgroups_vectorized/stage1/params.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
- "scorer": "accuracy",
- "best_score_train": 0.7953125,
- "best_score_test": 0.7909854175872735,
- "best_parameters": {
- "max_depth": 20,
- "max_features": "sqrt",
- "min_samples_leaf": 1,
- "n_estimators": 809
- },
- "random_seed": 1763
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage1/random_wo_params.json b/experiments/20newsgroups_vectorized/stage1/random_wo_params.json
deleted file mode 100644
index 88ffa05..0000000
--- a/experiments/20newsgroups_vectorized/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage2/no_normalization.json b/experiments/20newsgroups_vectorized/stage2/no_normalization.json
deleted file mode 100644
index 5c1e20e..0000000
--- a/experiments/20newsgroups_vectorized/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage2/normalize_D.json b/experiments/20newsgroups_vectorized/stage2/normalize_D.json
deleted file mode 100644
index e623157..0000000
--- a/experiments/20newsgroups_vectorized/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage2/normalize_D_and_weights.json b/experiments/20newsgroups_vectorized/stage2/normalize_D_and_weights.json
deleted file mode 100644
index e792855..0000000
--- a/experiments/20newsgroups_vectorized/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage2/normalize_weights.json b/experiments/20newsgroups_vectorized/stage2/normalize_weights.json
deleted file mode 100644
index 96abb64..0000000
--- a/experiments/20newsgroups_vectorized/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage3/train-dev_subset.json b/experiments/20newsgroups_vectorized/stage3/train-dev_subset.json
deleted file mode 100644
index f9c1e27..0000000
--- a/experiments/20newsgroups_vectorized/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage3/train-dev_train-dev_subset.json b/experiments/20newsgroups_vectorized/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index d71bf0c..0000000
--- a/experiments/20newsgroups_vectorized/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage3/train-train-dev_subset.json b/experiments/20newsgroups_vectorized/stage3/train-train-dev_subset.json
deleted file mode 100644
index f3f0c27..0000000
--- a/experiments/20newsgroups_vectorized/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 7,
- 13,
- 20,
- 27,
- 34
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage1/none_wo_params.json b/experiments/boston/stage1/none_wo_params.json
deleted file mode 100644
index 8b087b6..0000000
--- a/experiments/boston/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage1/omp_with_params.json b/experiments/boston/stage1/omp_with_params.json
deleted file mode 100644
index 9021ff3..0000000
--- a/experiments/boston/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage1/omp_wo_params.json b/experiments/boston/stage1/omp_wo_params.json
deleted file mode 100644
index d11ba22..0000000
--- a/experiments/boston/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage1/params.json b/experiments/boston/stage1/params.json
deleted file mode 100644
index 8b530a1..0000000
--- a/experiments/boston/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "neg_mean_squared_error",
- "best_score_train": -13.33228274304088,
- "best_score_test": -13.650326577972058,
- "best_parameters": {
- "max_features": "auto",
- "min_samples_leaf": 1,
- "max_depth": 20,
- "n_estimators": 1000
- },
- "random_seed": [
- 1812,
- 1844,
- 1376,
- 383,
- 310,
- 1620,
- 54,
- 1502,
- 324,
- 1536,
- 1202,
- 1069,
- 645,
- 1706,
- 423
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage1/random_with_params.json b/experiments/boston/stage1/random_with_params.json
deleted file mode 100644
index 56fb0c6..0000000
--- a/experiments/boston/stage1/random_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage1/random_wo_params.json b/experiments/boston/stage1/random_wo_params.json
deleted file mode 100644
index ecb19f8..0000000
--- a/experiments/boston/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage2/no_normalization.json b/experiments/boston/stage2/no_normalization.json
deleted file mode 100644
index 68c2b27..0000000
--- a/experiments/boston/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage2/normalize_D.json b/experiments/boston/stage2/normalize_D.json
deleted file mode 100644
index 21d16bc..0000000
--- a/experiments/boston/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage2/normalize_D_and_weights.json b/experiments/boston/stage2/normalize_D_and_weights.json
deleted file mode 100644
index 2159cc1..0000000
--- a/experiments/boston/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage2/normalize_weights.json b/experiments/boston/stage2/normalize_weights.json
deleted file mode 100644
index de0010e..0000000
--- a/experiments/boston/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train-dev_subset.json b/experiments/boston/stage3/train-dev_subset.json
deleted file mode 100644
index bd90828..0000000
--- a/experiments/boston/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train-dev_train-dev_subset.json b/experiments/boston/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index eaea5da..0000000
--- a/experiments/boston/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train-train-dev_subset.json b/experiments/boston/stage3/train-train-dev_subset.json
deleted file mode 100644
index e02f5a9..0000000
--- a/experiments/boston/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "boston",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/boston/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/none_with_params.json b/experiments/breast_cancer/stage1/none_with_params.json
deleted file mode 100644
index 4c0f9d6..0000000
--- a/experiments/breast_cancer/stage1/none_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/none_wo_params.json b/experiments/breast_cancer/stage1/none_wo_params.json
deleted file mode 100644
index 897ed5b..0000000
--- a/experiments/breast_cancer/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/omp_with_params.json b/experiments/breast_cancer/stage1/omp_with_params.json
deleted file mode 100644
index 8fb64fd..0000000
--- a/experiments/breast_cancer/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/omp_wo_params.json b/experiments/breast_cancer/stage1/omp_wo_params.json
deleted file mode 100644
index 1d14b68..0000000
--- a/experiments/breast_cancer/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/params.json b/experiments/breast_cancer/stage1/params.json
deleted file mode 100644
index d2bca84..0000000
--- a/experiments/breast_cancer/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "accuracy",
- "best_score_train": 0.9562271062271059,
- "best_score_test": 0.9514619883040936,
- "best_parameters": {
- "max_depth": 20,
- "min_samples_leaf": 1,
- "n_estimators": 1000,
- "max_features": "log2"
- },
- "random_seed": [
- 1505,
- 5,
- 484,
- 284,
- 289,
- 1014,
- 1752,
- 497,
- 1350,
- 781,
- 408,
- 256,
- 1494,
- 1940,
- 842
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/random_with_params.json b/experiments/breast_cancer/stage1/random_with_params.json
deleted file mode 100644
index d173b3a..0000000
--- a/experiments/breast_cancer/stage1/random_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/random_wo_params.json b/experiments/breast_cancer/stage1/random_wo_params.json
deleted file mode 100644
index fbc57bd..0000000
--- a/experiments/breast_cancer/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage2/no_normalization.json b/experiments/breast_cancer/stage2/no_normalization.json
deleted file mode 100644
index 9d03c00..0000000
--- a/experiments/breast_cancer/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage2/normalize_D.json b/experiments/breast_cancer/stage2/normalize_D.json
deleted file mode 100644
index 467fa98..0000000
--- a/experiments/breast_cancer/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage2/normalize_D_and_weights.json b/experiments/breast_cancer/stage2/normalize_D_and_weights.json
deleted file mode 100644
index c686d84..0000000
--- a/experiments/breast_cancer/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage2/normalize_weights.json b/experiments/breast_cancer/stage2/normalize_weights.json
deleted file mode 100644
index 19471bd..0000000
--- a/experiments/breast_cancer/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage3/train-dev_subset.json b/experiments/breast_cancer/stage3/train-dev_subset.json
deleted file mode 100644
index 81cb4c3..0000000
--- a/experiments/breast_cancer/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage3/train-dev_train-dev_subset.json b/experiments/breast_cancer/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index 122dd9d..0000000
--- a/experiments/breast_cancer/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage3/train-train-dev_subset.json b/experiments/breast_cancer/stage3/train-train-dev_subset.json
deleted file mode 100644
index 98c2188..0000000
--- a/experiments/breast_cancer/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "breast_cancer",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/breast_cancer/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/none_with_params_1.json b/experiments/california_housing/stage1/none_with_params_1.json
deleted file mode 100644
index 7b36180..0000000
--- a/experiments/california_housing/stage1/none_with_params_1.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.1,
- "models_dir": ".\\models",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 16,
- 33,
- 50,
- 66,
- 83
- ],
- "experiment_id": 1
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/none_wo_params.json b/experiments/california_housing/stage1/none_wo_params.json
deleted file mode 100644
index ba8866a..0000000
--- a/experiments/california_housing/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/none_wo_params_4.json b/experiments/california_housing/stage1/none_wo_params_4.json
deleted file mode 100644
index 1f3a806..0000000
--- a/experiments/california_housing/stage1/none_wo_params_4.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.1,
- "models_dir": ".\\models",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 16,
- 33,
- 50,
- 66,
- 83
- ],
- "experiment_id": 4
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/omp_with_params_3.json b/experiments/california_housing/stage1/omp_with_params_3.json
deleted file mode 100644
index 5b09f67..0000000
--- a/experiments/california_housing/stage1/omp_with_params_3.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.1,
- "models_dir": ".\\models",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 16,
- 33,
- 50,
- 66,
- 83
- ],
- "experiment_id": 3
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/omp_wo_params.json b/experiments/california_housing/stage1/omp_wo_params.json
deleted file mode 100644
index 3f910e0..0000000
--- a/experiments/california_housing/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/omp_wo_params_6.json b/experiments/california_housing/stage1/omp_wo_params_6.json
deleted file mode 100644
index c0b1b26..0000000
--- a/experiments/california_housing/stage1/omp_wo_params_6.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.1,
- "models_dir": ".\\models",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 16,
- 33,
- 50,
- 66,
- 83
- ],
- "experiment_id": 6
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/params.json b/experiments/california_housing/stage1/params.json
deleted file mode 100644
index 617c93c..0000000
--- a/experiments/california_housing/stage1/params.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
- "scorer": "neg_mean_squared_error",
- "best_score_train": -0.2535049905518054,
- "best_score_test": -0.24128661227361273,
- "best_parameters": {
- "max_features": "log2",
- "min_samples_leaf": 1,
- "n_estimators": 1000,
- "max_depth": 18
- },
- "random_seed": [
- 1012,
- 529,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/random_with_params.json b/experiments/california_housing/stage1/random_with_params.json
deleted file mode 100644
index f8d16f1..0000000
--- a/experiments/california_housing/stage1/random_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/random_with_params_2.json b/experiments/california_housing/stage1/random_with_params_2.json
deleted file mode 100644
index 4239862..0000000
--- a/experiments/california_housing/stage1/random_with_params_2.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.1,
- "models_dir": ".\\models",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 16,
- 33,
- 50,
- 66,
- 83
- ],
- "experiment_id": 2
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/random_wo_params.json b/experiments/california_housing/stage1/random_wo_params.json
deleted file mode 100644
index 1ac30cb..0000000
--- a/experiments/california_housing/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/random_wo_params_5.json b/experiments/california_housing/stage1/random_wo_params_5.json
deleted file mode 100644
index db3dfb4..0000000
--- a/experiments/california_housing/stage1/random_wo_params_5.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.1,
- "models_dir": ".\\models",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 16,
- 33,
- 50,
- 66,
- 83
- ],
- "experiment_id": 5
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage2/no_normalization.json b/experiments/california_housing/stage2/no_normalization.json
deleted file mode 100644
index a41ed50..0000000
--- a/experiments/california_housing/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage2/normalize_D.json b/experiments/california_housing/stage2/normalize_D.json
deleted file mode 100644
index 6607d9f..0000000
--- a/experiments/california_housing/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage2/normalize_D_and_weights.json b/experiments/california_housing/stage2/normalize_D_and_weights.json
deleted file mode 100644
index 7173967..0000000
--- a/experiments/california_housing/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage2/normalize_weights.json b/experiments/california_housing/stage2/normalize_weights.json
deleted file mode 100644
index f31fbbc..0000000
--- a/experiments/california_housing/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage3/train-dev_subset.json b/experiments/california_housing/stage3/train-dev_subset.json
deleted file mode 100644
index 4ce297b..0000000
--- a/experiments/california_housing/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage3/train-dev_train-dev_subset.json b/experiments/california_housing/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index e13decc..0000000
--- a/experiments/california_housing/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage3/train-train-dev_subset.json b/experiments/california_housing/stage3/train-train-dev_subset.json
deleted file mode 100644
index 5fedea2..0000000
--- a/experiments/california_housing/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage4/none_with_params.json b/experiments/california_housing/stage4/none_with_params.json
index 6ec2dc4..381579c 100644
--- a/experiments/california_housing/stage4/none_with_params.json
+++ b/experiments/california_housing/stage4/none_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/california_housing/stage4/omp_with_params.json b/experiments/california_housing/stage4/omp_with_params.json
index 3832ab5..fc85975 100644
--- a/experiments/california_housing/stage4/omp_with_params.json
+++ b/experiments/california_housing/stage4/omp_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/california_housing/stage4/random_with_params.json b/experiments/california_housing/stage4/random_with_params.json
index 382ecbe..089d314 100644
--- a/experiments/california_housing/stage4/random_with_params.json
+++ b/experiments/california_housing/stage4/random_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/none_with_params.json b/experiments/diabetes/stage1/none_with_params.json
deleted file mode 100644
index 9ef9e19..0000000
--- a/experiments/diabetes/stage1/none_with_params.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/none_wo_params.json b/experiments/diabetes/stage1/none_wo_params.json
deleted file mode 100644
index b8b3d6f..0000000
--- a/experiments/diabetes/stage1/none_wo_params.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/omp_with_params.json b/experiments/diabetes/stage1/omp_with_params.json
deleted file mode 100644
index e5f6752..0000000
--- a/experiments/diabetes/stage1/omp_with_params.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/omp_wo_params.json b/experiments/diabetes/stage1/omp_wo_params.json
deleted file mode 100644
index ebf62b2..0000000
--- a/experiments/diabetes/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/params.json b/experiments/diabetes/stage1/params.json
deleted file mode 100644
index 2ade87a..0000000
--- a/experiments/diabetes/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "neg_mean_squared_error",
- "best_score_train": -3565.203897624773,
- "best_score_test": -3305.635542701523,
- "best_parameters": {
- "max_features": "auto",
- "min_samples_leaf": 1,
- "max_depth": 15,
- "n_estimators": 108
- },
- "random_seed": [
- 661,
- 1004,
- 469,
- 1399,
- 32,
- 992,
- 312,
- 895,
- 170,
- 913,
- 347,
- 787,
- 1596,
- 752,
- 1093
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/random_with_params.json b/experiments/diabetes/stage1/random_with_params.json
deleted file mode 100644
index 497777e..0000000
--- a/experiments/diabetes/stage1/random_with_params.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/random_wo_params.json b/experiments/diabetes/stage1/random_wo_params.json
deleted file mode 100644
index 315b737..0000000
--- a/experiments/diabetes/stage1/random_wo_params.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage2/no_normalization.json b/experiments/diabetes/stage2/no_normalization.json
deleted file mode 100644
index 4c6d95f..0000000
--- a/experiments/diabetes/stage2/no_normalization.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage2/normalize_D.json b/experiments/diabetes/stage2/normalize_D.json
deleted file mode 100644
index 3a2d37f..0000000
--- a/experiments/diabetes/stage2/normalize_D.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage2/normalize_D_and_weights.json b/experiments/diabetes/stage2/normalize_D_and_weights.json
deleted file mode 100644
index c9bef5f..0000000
--- a/experiments/diabetes/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage2/normalize_weights.json b/experiments/diabetes/stage2/normalize_weights.json
deleted file mode 100644
index 9054c0d..0000000
--- a/experiments/diabetes/stage2/normalize_weights.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage3/train-dev_subset.json b/experiments/diabetes/stage3/train-dev_subset.json
deleted file mode 100644
index 10540b5..0000000
--- a/experiments/diabetes/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage3/train-dev_train-dev_subset.json b/experiments/diabetes/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index 5c980b9..0000000
--- a/experiments/diabetes/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diabetes/stage3/train-train-dev_subset.json b/experiments/diabetes/stage3/train-train-dev_subset.json
deleted file mode 100644
index 74305d2..0000000
--- a/experiments/diabetes/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "diabetes",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/diabetes/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 1,
- 2,
- 3,
- 4
- ]
-}
\ No newline at end of file
diff --git a/experiments/diamonds/stage1/params.json b/experiments/diamonds/stage1/params.json
deleted file mode 100644
index 3d5d8fa..0000000
--- a/experiments/diamonds/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "neg_mean_squared_error",
- "best_score_train": -627872.5455188936,
- "best_score_test": -551230.808602097,
- "best_parameters": {
- "max_features": "auto",
- "min_samples_leaf": 1,
- "max_depth": 12,
- "n_estimators": 429
- },
- "random_seed": [
- 83,
- 1000,
- 1262,
- 1117,
- 1899,
- 1378,
- 1904,
- 1661,
- 57,
- 1143,
- 1350,
- 871,
- 1030,
- 1585,
- 745
- ]
-}
\ No newline at end of file
diff --git a/experiments/diamonds/stage4/none_with_params.json b/experiments/diamonds/stage4/none_with_params.json
index 156b2a6..0c1ca61 100644
--- a/experiments/diamonds/stage4/none_with_params.json
+++ b/experiments/diamonds/stage4/none_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
6,
- 11,
+ 8,
+ 9,
+ 10,
+ 12,
+ 13,
+ 14,
+ 15,
17,
+ 18,
+ 19,
+ 21,
22,
+ 23,
+ 25,
+ 26,
+ 27,
28,
- 33,
- 39,
- 44,
- 50,
- 55,
- 61,
- 66,
- 72,
- 77,
- 83,
- 89,
- 94,
- 100,
- 105,
- 111,
- 116,
- 122,
- 127,
- 133,
- 138,
- 144,
- 149,
- 155,
- 161,
- 166
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage4/omp_with_params.json b/experiments/diamonds/stage4/omp_with_params.json
index ef97c05..a431211 100644
--- a/experiments/diamonds/stage4/omp_with_params.json
+++ b/experiments/diamonds/stage4/omp_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
6,
- 11,
+ 8,
+ 9,
+ 10,
+ 12,
+ 13,
+ 14,
+ 15,
17,
+ 18,
+ 19,
+ 21,
22,
+ 23,
+ 25,
+ 26,
+ 27,
28,
- 33,
- 39,
- 44,
- 50,
- 55,
- 61,
- 66,
- 72,
- 77,
- 83,
- 89,
- 94,
- 100,
- 105,
- 111,
- 116,
- 122,
- 127,
- 133,
- 138,
- 144,
- 149,
- 155,
- 161,
- 166
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage4/random_with_params.json b/experiments/diamonds/stage4/random_with_params.json
index 2fd6858..2e54e01 100644
--- a/experiments/diamonds/stage4/random_with_params.json
+++ b/experiments/diamonds/stage4/random_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
6,
- 11,
+ 8,
+ 9,
+ 10,
+ 12,
+ 13,
+ 14,
+ 15,
17,
+ 18,
+ 19,
+ 21,
22,
+ 23,
+ 25,
+ 26,
+ 27,
28,
- 33,
- 39,
- 44,
- 50,
- 55,
- 61,
- 66,
- 72,
- 77,
- 83,
- 89,
- 94,
- 100,
- 105,
- 111,
- 116,
- 122,
- 127,
- 133,
- 138,
- 144,
- 149,
- 155,
- 161,
- 166
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/digits/stage1/none_with_params.json b/experiments/digits/stage1/none_with_params.json
deleted file mode 100644
index 2ca14c5..0000000
--- a/experiments/digits/stage1/none_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage1/none_wo_params.json b/experiments/digits/stage1/none_wo_params.json
deleted file mode 100644
index 0e738ab..0000000
--- a/experiments/digits/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage1/omp_with_params.json b/experiments/digits/stage1/omp_with_params.json
deleted file mode 100644
index 32f1752..0000000
--- a/experiments/digits/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage1/omp_wo_params.json b/experiments/digits/stage1/omp_wo_params.json
deleted file mode 100644
index f73e993..0000000
--- a/experiments/digits/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage1/params.json b/experiments/digits/stage1/params.json
deleted file mode 100644
index 845a1ae..0000000
--- a/experiments/digits/stage1/params.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
- "scorer": "accuracy",
- "best_score_train": 0.9667536988685814,
- "best_score_test": 0.9738888888888889,
- "best_parameters": {
- "max_features": "sqrt",
- "min_samples_leaf": 1,
- "n_estimators": 1000,
- "max_depth": 20
- },
- "random_seed": [
- 1,
- 103,
- 519,
- 213,
- 953
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage1/random_wo_params.json b/experiments/digits/stage1/random_wo_params.json
deleted file mode 100644
index 7c21642..0000000
--- a/experiments/digits/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage2/no_normalization.json b/experiments/digits/stage2/no_normalization.json
deleted file mode 100644
index 328c35c..0000000
--- a/experiments/digits/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage2/normalize_D.json b/experiments/digits/stage2/normalize_D.json
deleted file mode 100644
index 61b933a..0000000
--- a/experiments/digits/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage2/normalize_D_and_weights.json b/experiments/digits/stage2/normalize_D_and_weights.json
deleted file mode 100644
index df02ed8..0000000
--- a/experiments/digits/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage2/normalize_weights.json b/experiments/digits/stage2/normalize_weights.json
deleted file mode 100644
index df812e0..0000000
--- a/experiments/digits/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage3/train-dev_subset.json b/experiments/digits/stage3/train-dev_subset.json
deleted file mode 100644
index f014ac1..0000000
--- a/experiments/digits/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage3/train-dev_train-dev_subset.json b/experiments/digits/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index dc7e85f..0000000
--- a/experiments/digits/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage3/train-train-dev_subset.json b/experiments/digits/stage3/train-train-dev_subset.json
deleted file mode 100644
index fe92d29..0000000
--- a/experiments/digits/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "digits",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/digits/stage4/none_with_params.json b/experiments/digits/stage4/none_with_params.json
index 3645703..61dd035 100644
--- a/experiments/digits/stage4/none_with_params.json
+++ b/experiments/digits/stage4/none_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/digits/stage4/omp_with_params.json b/experiments/digits/stage4/omp_with_params.json
index 400aed9..5a80113 100644
--- a/experiments/digits/stage4/omp_with_params.json
+++ b/experiments/digits/stage4/omp_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/digits/stage4/random_with_params.json b/experiments/digits/stage4/random_with_params.json
index ea5c8e4..63fa56d 100644
--- a/experiments/digits/stage4/random_with_params.json
+++ b/experiments/digits/stage4/random_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/iris/stage1/params.json b/experiments/iris/stage1/params.json
deleted file mode 100644
index e3eacac..0000000
--- a/experiments/iris/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "accuracy",
- "best_score_train": 0.9541666666666668,
- "best_score_test": 0.9155555555555556,
- "best_parameters": {
- "max_features": "sqrt",
- "min_samples_leaf": 1,
- "max_depth": 1,
- "n_estimators": 1000
- },
- "random_seed": [
- 771,
- 577,
- 1262,
- 261,
- 1942,
- 121,
- 1710,
- 633,
- 1852,
- 821,
- 423,
- 574,
- 1452,
- 68,
- 624
- ]
-}
\ No newline at end of file
diff --git a/experiments/iris/stage2/no_normalization.json b/experiments/iris/stage2/no_normalization.json
deleted file mode 100644
index 3626694..0000000
--- a/experiments/iris/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "iris",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/iris/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/iris/stage2/normalize_D.json b/experiments/iris/stage2/normalize_D.json
deleted file mode 100644
index e1d2259..0000000
--- a/experiments/iris/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "iris",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/iris/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/iris/stage2/normalize_D_and_weights.json b/experiments/iris/stage2/normalize_D_and_weights.json
deleted file mode 100644
index 9841a46..0000000
--- a/experiments/iris/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "iris",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/iris/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/iris/stage2/normalize_weights.json b/experiments/iris/stage2/normalize_weights.json
deleted file mode 100644
index b196631..0000000
--- a/experiments/iris/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "iris",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/iris/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/iris/stage3/train-dev_subset.json b/experiments/iris/stage3/train-dev_subset.json
deleted file mode 100644
index 22d6bc8..0000000
--- a/experiments/iris/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "iris",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/iris/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/iris/stage3/train-dev_train-dev_subset.json b/experiments/iris/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index 700822f..0000000
--- a/experiments/iris/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "iris",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/iris/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/iris/stage3/train-train-dev_subset.json b/experiments/iris/stage3/train-train-dev_subset.json
deleted file mode 100644
index c35863c..0000000
--- a/experiments/iris/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "iris",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/iris/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/none_with_params.json b/experiments/kin8nm/stage4/none_with_params.json
similarity index 55%
rename from experiments/california_housing/stage1/none_with_params.json
rename to experiments/kin8nm/stage4/none_with_params.json
index 172afed..ec5d37d 100644
--- a/experiments/california_housing/stage1/none_with_params.json
+++ b/experiments/kin8nm/stage4/none_with_params.json
@@ -2,38 +2,61 @@
"experiment_id": 1,
"experiment_configuration": null,
"experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
+ "dataset_name": "kin8nm",
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage1",
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/kin8nm/stage4",
"dev_size": 0.2,
"test_size": 0.2,
"random_seed_number": 1,
"seeds": [
1,
2,
- 3,
- 4,
- 5
+ 3
],
- "subsets_used": "train,dev",
+ "subsets_used": "train+dev,train+dev",
"normalize_weights": false,
"verbose": false,
"skip_best_hyperparams": false,
"save_experiment_configuration": [
- "1",
+ "4",
"none_with_params"
],
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
8,
+ 9,
+ 10,
+ 12,
+ 13,
+ 14,
+ 15,
17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
25,
- 33,
- 42
+ 26,
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/omp_with_params.json b/experiments/kin8nm/stage4/omp_with_params.json
similarity index 55%
rename from experiments/california_housing/stage1/omp_with_params.json
rename to experiments/kin8nm/stage4/omp_with_params.json
index 63eefca..71c153e 100644
--- a/experiments/california_housing/stage1/omp_with_params.json
+++ b/experiments/kin8nm/stage4/omp_with_params.json
@@ -2,38 +2,61 @@
"experiment_id": 3,
"experiment_configuration": null,
"experiment_configuration_path": "experiments",
- "dataset_name": "california_housing",
+ "dataset_name": "kin8nm",
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/california_housing/stage1",
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/kin8nm/stage4",
"dev_size": 0.2,
"test_size": 0.2,
"random_seed_number": 1,
"seeds": [
1,
2,
- 3,
- 4,
- 5
+ 3
],
- "subsets_used": "train,dev",
+ "subsets_used": "train+dev,train+dev",
"normalize_weights": false,
"verbose": false,
"skip_best_hyperparams": false,
"save_experiment_configuration": [
- "1",
+ "4",
"omp_with_params"
],
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
8,
+ 9,
+ 10,
+ 12,
+ 13,
+ 14,
+ 15,
17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
25,
- 33,
- 42
+ 26,
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/digits/stage1/random_with_params.json b/experiments/kin8nm/stage4/random_with_params.json
similarity index 55%
rename from experiments/digits/stage1/random_with_params.json
rename to experiments/kin8nm/stage4/random_with_params.json
index 85fe027..eada16b 100644
--- a/experiments/digits/stage1/random_with_params.json
+++ b/experiments/kin8nm/stage4/random_with_params.json
@@ -2,38 +2,61 @@
"experiment_id": 2,
"experiment_configuration": null,
"experiment_configuration_path": "experiments",
- "dataset_name": "digits",
+ "dataset_name": "kin8nm",
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/digits/stage1",
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/kin8nm/stage4",
"dev_size": 0.2,
"test_size": 0.2,
"random_seed_number": 1,
"seeds": [
1,
2,
- 3,
- 4,
- 5
+ 3
],
- "subsets_used": "train,dev",
+ "subsets_used": "train+dev,train+dev",
"normalize_weights": false,
"verbose": false,
"skip_best_hyperparams": false,
"save_experiment_configuration": [
- "1",
+ "4",
"random_with_params"
],
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
8,
+ 9,
+ 10,
+ 12,
+ 13,
+ 14,
+ 15,
17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
25,
- 33,
- 42
+ 26,
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/kr-vs-kp/stage1/params.json b/experiments/kr-vs-kp/stage1/params.json
new file mode 100644
index 0000000..4b1da6f
--- /dev/null
+++ b/experiments/kr-vs-kp/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "accuracy",
+ "best_score_train": 0.983953033268102,
+ "best_score_test": 0.9876041666666666,
+ "best_parameters": {
+ "max_features": "auto",
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_depth": 20
+ },
+ "random_seed": [
+ 1866,
+ 275,
+ 937,
+ 1981,
+ 623,
+ 1487,
+ 779,
+ 221,
+ 459,
+ 69,
+ 653,
+ 1107,
+ 628,
+ 1137,
+ 1971
+ ]
+}
\ No newline at end of file
diff --git a/experiments/kr-vs-kp/stage4/none_with_params.json b/experiments/kr-vs-kp/stage4/none_with_params.json
new file mode 100644
index 0000000..8eea49e
--- /dev/null
+++ b/experiments/kr-vs-kp/stage4/none_with_params.json
@@ -0,0 +1,62 @@
+{
+ "experiment_id": 1,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "kr-vs-kp",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/kr-vs-kp/stage4",
+ "dev_size": 0.2,
+ "test_size": 0.2,
+ "random_seed_number": 1,
+ "seeds": [
+ 1,
+ 2,
+ 3
+ ],
+ "subsets_used": "train+dev,train+dev",
+ "normalize_weights": false,
+ "verbose": false,
+ "skip_best_hyperparams": false,
+ "save_experiment_configuration": [
+ "4",
+ "none_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "none",
+ "extracted_forest_size": [
+ 13,
+ 26,
+ 39,
+ 52,
+ 65,
+ 77,
+ 90,
+ 103,
+ 116,
+ 129,
+ 142,
+ 155,
+ 168,
+ 181,
+ 194,
+ 206,
+ 219,
+ 232,
+ 245,
+ 258,
+ 271,
+ 284,
+ 297,
+ 310,
+ 323,
+ 335,
+ 348,
+ 361,
+ 374,
+ 387
+ ]
+}
\ No newline at end of file
diff --git a/experiments/kr-vs-kp/stage4/omp_with_params.json b/experiments/kr-vs-kp/stage4/omp_with_params.json
new file mode 100644
index 0000000..a5a2666
--- /dev/null
+++ b/experiments/kr-vs-kp/stage4/omp_with_params.json
@@ -0,0 +1,62 @@
+{
+ "experiment_id": 3,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "kr-vs-kp",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/kr-vs-kp/stage4",
+ "dev_size": 0.2,
+ "test_size": 0.2,
+ "random_seed_number": 1,
+ "seeds": [
+ 1,
+ 2,
+ 3
+ ],
+ "subsets_used": "train+dev,train+dev",
+ "normalize_weights": false,
+ "verbose": false,
+ "skip_best_hyperparams": false,
+ "save_experiment_configuration": [
+ "4",
+ "omp_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "omp",
+ "extracted_forest_size": [
+ 13,
+ 26,
+ 39,
+ 52,
+ 65,
+ 77,
+ 90,
+ 103,
+ 116,
+ 129,
+ 142,
+ 155,
+ 168,
+ 181,
+ 194,
+ 206,
+ 219,
+ 232,
+ 245,
+ 258,
+ 271,
+ 284,
+ 297,
+ 310,
+ 323,
+ 335,
+ 348,
+ 361,
+ 374,
+ 387
+ ]
+}
\ No newline at end of file
diff --git a/experiments/20newsgroups_vectorized/stage1/random_with_params.json b/experiments/kr-vs-kp/stage4/random_with_params.json
similarity index 50%
rename from experiments/20newsgroups_vectorized/stage1/random_with_params.json
rename to experiments/kr-vs-kp/stage4/random_with_params.json
index 174fb30..f36e46e 100644
--- a/experiments/20newsgroups_vectorized/stage1/random_with_params.json
+++ b/experiments/kr-vs-kp/stage4/random_with_params.json
@@ -2,38 +2,61 @@
"experiment_id": 2,
"experiment_configuration": null,
"experiment_configuration_path": "experiments",
- "dataset_name": "20newsgroups_vectorized",
+ "dataset_name": "kr-vs-kp",
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/20newsgroups_vectorized/stage1",
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/kr-vs-kp/stage4",
"dev_size": 0.2,
"test_size": 0.2,
"random_seed_number": 1,
"seeds": [
1,
2,
- 3,
- 4,
- 5
+ 3
],
- "subsets_used": "train,dev",
+ "subsets_used": "train+dev,train+dev",
"normalize_weights": false,
"verbose": false,
"skip_best_hyperparams": false,
"save_experiment_configuration": [
- "1",
+ "4",
"random_with_params"
],
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
- 7,
13,
- 20,
- 27,
- 34
+ 26,
+ 39,
+ 52,
+ 65,
+ 77,
+ 90,
+ 103,
+ 116,
+ 129,
+ 142,
+ 155,
+ 168,
+ 181,
+ 194,
+ 206,
+ 219,
+ 232,
+ 245,
+ 258,
+ 271,
+ 284,
+ 297,
+ 310,
+ 323,
+ 335,
+ 348,
+ 361,
+ 374,
+ 387
]
}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/none_with_params.json b/experiments/lfw_pairs/stage1/none_with_params.json
deleted file mode 100644
index 562af03..0000000
--- a/experiments/lfw_pairs/stage1/none_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/none_wo_params.json b/experiments/lfw_pairs/stage1/none_wo_params.json
deleted file mode 100644
index 0781b34..0000000
--- a/experiments/lfw_pairs/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/omp_with_params.json b/experiments/lfw_pairs/stage1/omp_with_params.json
deleted file mode 100644
index 5643540..0000000
--- a/experiments/lfw_pairs/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/omp_wo_params.json b/experiments/lfw_pairs/stage1/omp_wo_params.json
deleted file mode 100644
index 9763e81..0000000
--- a/experiments/lfw_pairs/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/params.json b/experiments/lfw_pairs/stage1/params.json
deleted file mode 100644
index 44037fe..0000000
--- a/experiments/lfw_pairs/stage1/params.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
- "scorer": "accuracy",
- "best_score_train": 0.6231060606060606,
- "best_score_test": 0.6174242424242423,
- "best_parameters": {
- "min_samples_leaf": 1,
- "n_estimators": 1000,
- "max_depth": 16,
- "max_features": "auto"
- },
- "random_seed": [
- 226,
- 674,
- 1639
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/random_with_params.json b/experiments/lfw_pairs/stage1/random_with_params.json
deleted file mode 100644
index 694d5e4..0000000
--- a/experiments/lfw_pairs/stage1/random_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/random_wo_params.json b/experiments/lfw_pairs/stage1/random_wo_params.json
deleted file mode 100644
index 8ac4dbd..0000000
--- a/experiments/lfw_pairs/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage2/no_normalization.json b/experiments/lfw_pairs/stage2/no_normalization.json
deleted file mode 100644
index 8f46046..0000000
--- a/experiments/lfw_pairs/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage2/normalize_D.json b/experiments/lfw_pairs/stage2/normalize_D.json
deleted file mode 100644
index 6fd6ec9..0000000
--- a/experiments/lfw_pairs/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage2/normalize_D_and_weights.json b/experiments/lfw_pairs/stage2/normalize_D_and_weights.json
deleted file mode 100644
index ea57d1b..0000000
--- a/experiments/lfw_pairs/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage2/normalize_weights.json b/experiments/lfw_pairs/stage2/normalize_weights.json
deleted file mode 100644
index 18d7ded..0000000
--- a/experiments/lfw_pairs/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage3/train-dev_subset.json b/experiments/lfw_pairs/stage3/train-dev_subset.json
deleted file mode 100644
index 2de1d07..0000000
--- a/experiments/lfw_pairs/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage3/train-dev_train-dev_subset.json b/experiments/lfw_pairs/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index 65b0362..0000000
--- a/experiments/lfw_pairs/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage3/train-train-dev_subset.json b/experiments/lfw_pairs/stage3/train-train-dev_subset.json
deleted file mode 100644
index 3a6cc20..0000000
--- a/experiments/lfw_pairs/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "lfw_pairs",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/lfw_pairs/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage4/none_with_params.json b/experiments/lfw_pairs/stage4/none_with_params.json
index d2c8bdf..3c7a573 100644
--- a/experiments/lfw_pairs/stage4/none_with_params.json
+++ b/experiments/lfw_pairs/stage4/none_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage4/omp_with_params.json b/experiments/lfw_pairs/stage4/omp_with_params.json
index 2368bc2..100058c 100644
--- a/experiments/lfw_pairs/stage4/omp_with_params.json
+++ b/experiments/lfw_pairs/stage4/omp_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage4/random_with_params.json b/experiments/lfw_pairs/stage4/random_with_params.json
index b4cbce9..793001d 100644
--- a/experiments/lfw_pairs/stage4/random_with_params.json
+++ b/experiments/lfw_pairs/stage4/random_with_params.json
@@ -28,35 +28,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
+ 1,
+ 3,
+ 4,
+ 5,
+ 6,
+ 8,
+ 9,
+ 10,
+ 12,
13,
+ 14,
+ 15,
+ 17,
+ 18,
+ 19,
+ 21,
+ 22,
+ 23,
+ 25,
26,
- 39,
- 52,
- 65,
- 77,
- 90,
- 103,
- 116,
- 129,
- 142,
- 155,
- 168,
- 181,
- 194,
- 206,
- 219,
- 232,
- 245,
- 258,
- 271,
- 284,
- 297,
- 310,
- 323,
- 335,
- 348,
- 361,
- 374,
- 387
+ 27,
+ 28,
+ 30,
+ 31,
+ 32,
+ 34,
+ 35,
+ 36,
+ 37,
+ 39
]
}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/none_with_params.json b/experiments/linnerud/stage1/none_with_params.json
deleted file mode 100644
index d3406e6..0000000
--- a/experiments/linnerud/stage1/none_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/none_wo_params.json b/experiments/linnerud/stage1/none_wo_params.json
deleted file mode 100644
index 9b94fde..0000000
--- a/experiments/linnerud/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/omp_with_params.json b/experiments/linnerud/stage1/omp_with_params.json
deleted file mode 100644
index cd987c8..0000000
--- a/experiments/linnerud/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/omp_wo_params.json b/experiments/linnerud/stage1/omp_wo_params.json
deleted file mode 100644
index d6b9886..0000000
--- a/experiments/linnerud/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/params.json b/experiments/linnerud/stage1/params.json
deleted file mode 100644
index 7e45dc0..0000000
--- a/experiments/linnerud/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "neg_mean_squared_error",
- "best_score_train": -223.81438159498393,
- "best_score_test": -262.4415311793658,
- "best_parameters": {
- "max_depth": 1,
- "min_samples_leaf": 1,
- "max_features": "sqrt",
- "n_estimators": 1000
- },
- "random_seed": [
- 1109,
- 509,
- 686,
- 1657,
- 922,
- 502,
- 1414,
- 1259,
- 1256,
- 1923,
- 1813,
- 1854,
- 136,
- 1129,
- 777
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/random_with_params.json b/experiments/linnerud/stage1/random_with_params.json
deleted file mode 100644
index 6262729..0000000
--- a/experiments/linnerud/stage1/random_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/random_wo_params.json b/experiments/linnerud/stage1/random_wo_params.json
deleted file mode 100644
index a761f7c..0000000
--- a/experiments/linnerud/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage2/no_normalization.json b/experiments/linnerud/stage2/no_normalization.json
deleted file mode 100644
index 6294c7c..0000000
--- a/experiments/linnerud/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage2/normalize_D.json b/experiments/linnerud/stage2/normalize_D.json
deleted file mode 100644
index e411daf..0000000
--- a/experiments/linnerud/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage2/normalize_D_and_weights.json b/experiments/linnerud/stage2/normalize_D_and_weights.json
deleted file mode 100644
index e2c83bf..0000000
--- a/experiments/linnerud/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage2/normalize_weights.json b/experiments/linnerud/stage2/normalize_weights.json
deleted file mode 100644
index 1a824fa..0000000
--- a/experiments/linnerud/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage3/train-dev_subset.json b/experiments/linnerud/stage3/train-dev_subset.json
deleted file mode 100644
index c04babe..0000000
--- a/experiments/linnerud/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage3/train-dev_train-dev_subset.json b/experiments/linnerud/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index 121137a..0000000
--- a/experiments/linnerud/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/linnerud/stage3/train-train-dev_subset.json b/experiments/linnerud/stage3/train-train-dev_subset.json
deleted file mode 100644
index 60bbb4a..0000000
--- a/experiments/linnerud/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "linnerud",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/linnerud/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/none_with_params.json b/experiments/olivetti_faces/stage1/none_with_params.json
deleted file mode 100644
index 7496a7e..0000000
--- a/experiments/olivetti_faces/stage1/none_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/none_wo_params.json b/experiments/olivetti_faces/stage1/none_wo_params.json
deleted file mode 100644
index af05745..0000000
--- a/experiments/olivetti_faces/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/omp_with_params.json b/experiments/olivetti_faces/stage1/omp_with_params.json
deleted file mode 100644
index 41769d0..0000000
--- a/experiments/olivetti_faces/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/omp_wo_params.json b/experiments/olivetti_faces/stage1/omp_wo_params.json
deleted file mode 100644
index a7b95f1..0000000
--- a/experiments/olivetti_faces/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/params.json b/experiments/olivetti_faces/stage1/params.json
deleted file mode 100644
index c9d83bf..0000000
--- a/experiments/olivetti_faces/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "accuracy",
- "best_score_train": 0.8890625,
- "best_score_test": 0.89,
- "best_parameters": {
- "max_features": "log2",
- "min_samples_leaf": 1,
- "n_estimators": 1000,
- "max_depth": 18
- },
- "random_seed": [
- 899,
- 249,
- 1367,
- 942,
- 846,
- 1576,
- 285,
- 839,
- 1974,
- 1216,
- 540,
- 1292,
- 1642,
- 712,
- 1511
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/random_with_params.json b/experiments/olivetti_faces/stage1/random_with_params.json
deleted file mode 100644
index 857fb22..0000000
--- a/experiments/olivetti_faces/stage1/random_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/random_wo_params.json b/experiments/olivetti_faces/stage1/random_wo_params.json
deleted file mode 100644
index e82c45c..0000000
--- a/experiments/olivetti_faces/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage2/no_normalization.json b/experiments/olivetti_faces/stage2/no_normalization.json
deleted file mode 100644
index ac03dbb..0000000
--- a/experiments/olivetti_faces/stage2/no_normalization.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "no_normalization"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage2/normalize_D.json b/experiments/olivetti_faces/stage2/normalize_D.json
deleted file mode 100644
index 7a887f2..0000000
--- a/experiments/olivetti_faces/stage2/normalize_D.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage2/normalize_D_and_weights.json b/experiments/olivetti_faces/stage2/normalize_D_and_weights.json
deleted file mode 100644
index 9bbd178..0000000
--- a/experiments/olivetti_faces/stage2/normalize_D_and_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": true,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_D_and_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage2/normalize_weights.json b/experiments/olivetti_faces/stage2/normalize_weights.json
deleted file mode 100644
index 5bdbb9f..0000000
--- a/experiments/olivetti_faces/stage2/normalize_weights.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage2",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": true,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "2",
- "normalize_weights"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage3/train-dev_subset.json b/experiments/olivetti_faces/stage3/train-dev_subset.json
deleted file mode 100644
index 2132a83..0000000
--- a/experiments/olivetti_faces/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage3/train-dev_train-dev_subset.json b/experiments/olivetti_faces/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index b426f78..0000000
--- a/experiments/olivetti_faces/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage3/train-train-dev_subset.json b/experiments/olivetti_faces/stage3/train-train-dev_subset.json
deleted file mode 100644
index 345b4f7..0000000
--- a/experiments/olivetti_faces/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "olivetti_faces",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/olivetti_faces/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage4/none_with_params.json b/experiments/steel-plates/stage4/none_with_params.json
new file mode 100644
index 0000000..070e498
--- /dev/null
+++ b/experiments/steel-plates/stage4/none_with_params.json
@@ -0,0 +1,62 @@
+{
+ "experiment_id": 1,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "steel-plates",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/steel-plates/stage4",
+ "dev_size": 0.2,
+ "test_size": 0.2,
+ "random_seed_number": 1,
+ "seeds": [
+ 1,
+ 2,
+ 3
+ ],
+ "subsets_used": "train+dev,train+dev",
+ "normalize_weights": false,
+ "verbose": false,
+ "skip_best_hyperparams": false,
+ "save_experiment_configuration": [
+ "4",
+ "none_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "none",
+ "extracted_forest_size": [
+ 13,
+ 26,
+ 39,
+ 52,
+ 65,
+ 77,
+ 90,
+ 103,
+ 116,
+ 129,
+ 142,
+ 155,
+ 168,
+ 181,
+ 194,
+ 206,
+ 219,
+ 232,
+ 245,
+ 258,
+ 271,
+ 284,
+ 297,
+ 310,
+ 323,
+ 335,
+ 348,
+ 361,
+ 374,
+ 387
+ ]
+}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage4/omp_with_params.json b/experiments/steel-plates/stage4/omp_with_params.json
new file mode 100644
index 0000000..7ca4069
--- /dev/null
+++ b/experiments/steel-plates/stage4/omp_with_params.json
@@ -0,0 +1,62 @@
+{
+ "experiment_id": 3,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "steel-plates",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/steel-plates/stage4",
+ "dev_size": 0.2,
+ "test_size": 0.2,
+ "random_seed_number": 1,
+ "seeds": [
+ 1,
+ 2,
+ 3
+ ],
+ "subsets_used": "train+dev,train+dev",
+ "normalize_weights": false,
+ "verbose": false,
+ "skip_best_hyperparams": false,
+ "save_experiment_configuration": [
+ "4",
+ "omp_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "omp",
+ "extracted_forest_size": [
+ 13,
+ 26,
+ 39,
+ 52,
+ 65,
+ 77,
+ 90,
+ 103,
+ 116,
+ 129,
+ 142,
+ 155,
+ 168,
+ 181,
+ 194,
+ 206,
+ 219,
+ 232,
+ 245,
+ 258,
+ 271,
+ 284,
+ 297,
+ 310,
+ 323,
+ 335,
+ 348,
+ 361,
+ 374,
+ 387
+ ]
+}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage4/random_with_params.json b/experiments/steel-plates/stage4/random_with_params.json
new file mode 100644
index 0000000..71d2bf1
--- /dev/null
+++ b/experiments/steel-plates/stage4/random_with_params.json
@@ -0,0 +1,62 @@
+{
+ "experiment_id": 2,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "steel-plates",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/steel-plates/stage4",
+ "dev_size": 0.2,
+ "test_size": 0.2,
+ "random_seed_number": 1,
+ "seeds": [
+ 1,
+ 2,
+ 3
+ ],
+ "subsets_used": "train+dev,train+dev",
+ "normalize_weights": false,
+ "verbose": false,
+ "skip_best_hyperparams": false,
+ "save_experiment_configuration": [
+ "4",
+ "random_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "random",
+ "extracted_forest_size": [
+ 13,
+ 26,
+ 39,
+ 52,
+ 65,
+ 77,
+ 90,
+ 103,
+ 116,
+ 129,
+ 142,
+ 155,
+ 168,
+ 181,
+ 194,
+ 206,
+ 219,
+ 232,
+ 245,
+ 258,
+ 271,
+ 284,
+ 297,
+ 310,
+ 323,
+ 335,
+ 348,
+ 361,
+ 374,
+ 387
+ ]
+}
\ No newline at end of file
diff --git a/experiments/wine/stage1/none_with_params.json b/experiments/wine/stage1/none_with_params.json
deleted file mode 100644
index 93b2bf2..0000000
--- a/experiments/wine/stage1/none_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "none_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage1/none_wo_params.json b/experiments/wine/stage1/none_wo_params.json
deleted file mode 100644
index 655e577..0000000
--- a/experiments/wine/stage1/none_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 4,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage1",
- "dev_size": 0.2,
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- "seeds": [
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- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "none_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "none",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage1/omp_with_params.json b/experiments/wine/stage1/omp_with_params.json
deleted file mode 100644
index 7091feb..0000000
--- a/experiments/wine/stage1/omp_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
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- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "omp_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage1/omp_wo_params.json b/experiments/wine/stage1/omp_wo_params.json
deleted file mode 100644
index d02abc8..0000000
--- a/experiments/wine/stage1/omp_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 6,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "omp_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage1/params.json b/experiments/wine/stage1/params.json
deleted file mode 100644
index 2ede59c..0000000
--- a/experiments/wine/stage1/params.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
- "scorer": "accuracy",
- "best_score_train": 0.9846607669616517,
- "best_score_test": 0.9796296296296295,
- "best_parameters": {
- "max_depth": 20,
- "min_samples_leaf": 1,
- "n_estimators": 1000,
- "max_features": "log2"
- },
- "random_seed": [
- 1431,
- 826,
- 1913,
- 168,
- 871,
- 1691,
- 1482,
- 1273,
- 255,
- 805,
- 1671,
- 448,
- 1217,
- 1213,
- 1160
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage1/random_with_params.json b/experiments/wine/stage1/random_with_params.json
deleted file mode 100644
index 5845252..0000000
--- a/experiments/wine/stage1/random_with_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "1",
- "random_with_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage1/random_wo_params.json b/experiments/wine/stage1/random_wo_params.json
deleted file mode 100644
index f8ab8a0..0000000
--- a/experiments/wine/stage1/random_wo_params.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 5,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage1",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": true,
- "save_experiment_configuration": [
- "1",
- "random_wo_params"
- ],
- "job_number": -1,
- "extraction_strategy": "random",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage3/train-dev_subset.json b/experiments/wine/stage3/train-dev_subset.json
deleted file mode 100644
index 786821a..0000000
--- a/experiments/wine/stage3/train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 1,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage3/train-dev_train-dev_subset.json b/experiments/wine/stage3/train-dev_train-dev_subset.json
deleted file mode 100644
index fb539bc..0000000
--- a/experiments/wine/stage3/train-dev_train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 2,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train+dev,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-dev_train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/experiments/wine/stage3/train-train-dev_subset.json b/experiments/wine/stage3/train-train-dev_subset.json
deleted file mode 100644
index 4b8c81e..0000000
--- a/experiments/wine/stage3/train-train-dev_subset.json
+++ /dev/null
@@ -1,39 +0,0 @@
-{
- "experiment_id": 3,
- "experiment_configuration": null,
- "experiment_configuration_path": "experiments",
- "dataset_name": "wine",
- "normalize_D": false,
- "dataset_normalizer": "standard",
- "forest_size": null,
- "extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
- "models_dir": "models/wine/stage3",
- "dev_size": 0.2,
- "test_size": 0.2,
- "random_seed_number": 1,
- "seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
- ],
- "subsets_used": "train,train+dev",
- "normalize_weights": false,
- "verbose": false,
- "skip_best_hyperparams": false,
- "save_experiment_configuration": [
- "3",
- "train-train-dev_subset"
- ],
- "job_number": -1,
- "extraction_strategy": "omp",
- "extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
- ]
-}
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index d585159..14dcb5e 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,9 +7,9 @@ Sphinx
coverage
awscli
flake8
-python-dotenv>=0.5.1
+
scikit-learn
git+git://github.com/darenr/scikit-optimize@master
python-dotenv
matplotlib
-pandas
\ No newline at end of file
+pandas
diff --git a/results/kin8nm/stage4/losses.png b/results/kin8nm/stage4/losses.png
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diff --git a/scripts/run_stage4_experiments.sh b/scripts/run_stage4_experiments.sh
index ba83866..9bece16 100644
--- a/scripts/run_stage4_experiments.sh
+++ b/scripts/run_stage4_experiments.sh
@@ -3,7 +3,7 @@ core_number=5
walltime=1:00
seeds='1 2 3'
-for dataset in kr-vs-kp steel-plates
+for dataset in kin8nm
do
oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=none --save_experiment_configuration 4 none_with_params --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=1 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev"
oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --save_experiment_configuration 4 random_with_params --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev"
--
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