From 7562c0c1c11a595e5de58f57e7051dfac174a40c Mon Sep 17 00:00:00 2001
From: Charly Lamothe <charly.lamothe@univ-amu.fr>
Date: Tue, 10 Mar 2020 15:44:21 +0100
Subject: [PATCH] Update the experiment configuration files
---
.../boston/stage2/no_normalization.json | 65 +++++++++++++++++++
experiments/boston/stage2/normalize_D.json | 65 +++++++++++++++++++
.../stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../boston/stage2/normalize_weights.json | 65 +++++++++++++++++++
.../boston/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../boston/stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../boston/stage4/none_with_params.json | 5 +-
.../boston/stage4/omp_with_params.json | 5 +-
.../boston/stage4/random_with_params.json | 5 +-
.../stage2/no_normalization.json | 65 +++++++++++++++++++
.../breast_cancer/stage2/normalize_D.json | 65 +++++++++++++++++++
.../stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../stage2/normalize_weights.json | 65 +++++++++++++++++++
.../stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../stage4/none_with_params.json | 5 +-
.../breast_cancer/stage4/omp_with_params.json | 5 +-
.../stage4/random_with_params.json | 5 +-
.../stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../stage4/none_with_params.json | 8 ++-
.../stage4/omp_with_params.json | 6 +-
.../stage4/random_with_params.json | 8 ++-
.../diabetes/stage2/no_normalization.json | 65 +++++++++++++++++++
experiments/diabetes/stage2/normalize_D.json | 65 +++++++++++++++++++
.../stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../diabetes/stage2/normalize_weights.json | 65 +++++++++++++++++++
.../diabetes/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../diabetes/stage4/none_with_params.json | 5 +-
.../diabetes/stage4/omp_with_params.json | 5 +-
.../diabetes/stage4/random_with_params.json | 5 +-
.../diamonds/stage2/no_normalization.json | 49 ++++++++++----
experiments/diamonds/stage2/normalize_D.json | 49 ++++++++++----
.../stage2/normalize_D_and_weights.json | 49 ++++++++++----
.../diamonds/stage2/normalize_weights.json | 49 ++++++++++----
.../diamonds/stage3/train-dev_subset.json | 49 ++++++++++----
.../stage3/train-dev_train-dev_subset.json | 49 ++++++++++----
.../stage3/train-train-dev_subset.json | 49 ++++++++++----
.../diamonds/stage4/none_with_params.json | 5 +-
.../diamonds/stage4/omp_with_params.json | 5 +-
.../diamonds/stage4/random_with_params.json | 5 +-
.../digits/stage2/no_normalization.json | 65 +++++++++++++++++++
experiments/digits/stage2/normalize_D.json | 65 +++++++++++++++++++
.../stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../digits/stage2/normalize_weights.json | 65 +++++++++++++++++++
.../digits/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../digits/stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../digits/stage4/none_with_params.json | 5 +-
.../digits/stage4/omp_with_params.json | 5 +-
.../digits/stage4/random_with_params.json | 5 +-
experiments/iris/stage2/no_normalization.json | 65 +++++++++++++++++++
experiments/iris/stage2/normalize_D.json | 65 +++++++++++++++++++
.../iris/stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../iris/stage2/normalize_weights.json | 65 +++++++++++++++++++
experiments/iris/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../iris/stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
experiments/iris/stage4/none_with_params.json | 5 +-
experiments/iris/stage4/omp_with_params.json | 5 +-
.../iris/stage4/random_with_params.json | 5 +-
.../kin8nm/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../kin8nm/stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../kin8nm/stage4/none_with_params.json | 5 +-
.../kin8nm/stage4/omp_with_params.json | 5 +-
.../kin8nm/stage4/random_with_params.json | 5 +-
.../kr-vs-kp/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../kr-vs-kp/stage4/none_with_params.json | 5 +-
.../kr-vs-kp/stage4/omp_with_params.json | 5 +-
.../kr-vs-kp/stage4/random_with_params.json | 5 +-
.../stage2/no_normalization.json | 65 +++++++++++++++++++
.../olivetti_faces/stage2/normalize_D.json | 65 +++++++++++++++++++
.../stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../stage2/normalize_weights.json | 65 +++++++++++++++++++
.../stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../stage4/none_with_params.json | 5 +-
.../stage4/omp_with_params.json | 5 +-
.../stage4/random_with_params.json | 5 +-
.../spambase/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../spambase/stage4/none_with_params.json | 65 +++++++++++++++++++
.../spambase/stage4/omp_with_params.json | 65 +++++++++++++++++++
.../spambase/stage4/random_with_params.json | 65 +++++++++++++++++++
.../steel-plates/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
.../steel-plates/stage4/none_with_params.json | 5 +-
.../steel-plates/stage4/omp_with_params.json | 5 +-
.../stage4/random_with_params.json | 5 +-
experiments/wine/stage2/no_normalization.json | 65 +++++++++++++++++++
experiments/wine/stage2/normalize_D.json | 65 +++++++++++++++++++
.../wine/stage2/normalize_D_and_weights.json | 65 +++++++++++++++++++
.../wine/stage2/normalize_weights.json | 65 +++++++++++++++++++
experiments/wine/stage3/train-dev_subset.json | 65 +++++++++++++++++++
.../stage3/train-dev_train-dev_subset.json | 65 +++++++++++++++++++
.../wine/stage3/train-train-dev_subset.json | 65 +++++++++++++++++++
experiments/wine/stage4/none_with_params.json | 5 +-
experiments/wine/stage4/omp_with_params.json | 5 +-
.../wine/stage4/random_with_params.json | 5 +-
111 files changed, 4752 insertions(+), 198 deletions(-)
create mode 100644 experiments/boston/stage2/no_normalization.json
create mode 100644 experiments/boston/stage2/normalize_D.json
create mode 100644 experiments/boston/stage2/normalize_D_and_weights.json
create mode 100644 experiments/boston/stage2/normalize_weights.json
create mode 100644 experiments/boston/stage3/train-dev_subset.json
create mode 100644 experiments/boston/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/boston/stage3/train-train-dev_subset.json
create mode 100644 experiments/breast_cancer/stage2/no_normalization.json
create mode 100644 experiments/breast_cancer/stage2/normalize_D.json
create mode 100644 experiments/breast_cancer/stage2/normalize_D_and_weights.json
create mode 100644 experiments/breast_cancer/stage2/normalize_weights.json
create mode 100644 experiments/breast_cancer/stage3/train-dev_subset.json
create mode 100644 experiments/breast_cancer/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/breast_cancer/stage3/train-train-dev_subset.json
create mode 100644 experiments/california_housing/stage2/normalize_D_and_weights.json
create mode 100644 experiments/california_housing/stage3/train-dev_subset.json
create mode 100644 experiments/california_housing/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/california_housing/stage3/train-train-dev_subset.json
create mode 100644 experiments/diabetes/stage2/no_normalization.json
create mode 100644 experiments/diabetes/stage2/normalize_D.json
create mode 100644 experiments/diabetes/stage2/normalize_D_and_weights.json
create mode 100644 experiments/diabetes/stage2/normalize_weights.json
create mode 100644 experiments/diabetes/stage3/train-dev_subset.json
create mode 100644 experiments/diabetes/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/diabetes/stage3/train-train-dev_subset.json
create mode 100644 experiments/digits/stage2/no_normalization.json
create mode 100644 experiments/digits/stage2/normalize_D.json
create mode 100644 experiments/digits/stage2/normalize_D_and_weights.json
create mode 100644 experiments/digits/stage2/normalize_weights.json
create mode 100644 experiments/digits/stage3/train-dev_subset.json
create mode 100644 experiments/digits/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/digits/stage3/train-train-dev_subset.json
create mode 100644 experiments/iris/stage2/no_normalization.json
create mode 100644 experiments/iris/stage2/normalize_D.json
create mode 100644 experiments/iris/stage2/normalize_D_and_weights.json
create mode 100644 experiments/iris/stage2/normalize_weights.json
create mode 100644 experiments/iris/stage3/train-dev_subset.json
create mode 100644 experiments/iris/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/iris/stage3/train-train-dev_subset.json
create mode 100644 experiments/kin8nm/stage3/train-dev_subset.json
create mode 100644 experiments/kin8nm/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/kin8nm/stage3/train-train-dev_subset.json
create mode 100644 experiments/kr-vs-kp/stage3/train-dev_subset.json
create mode 100644 experiments/kr-vs-kp/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/kr-vs-kp/stage3/train-train-dev_subset.json
create mode 100644 experiments/olivetti_faces/stage2/no_normalization.json
create mode 100644 experiments/olivetti_faces/stage2/normalize_D.json
create mode 100644 experiments/olivetti_faces/stage2/normalize_D_and_weights.json
create mode 100644 experiments/olivetti_faces/stage2/normalize_weights.json
create mode 100644 experiments/olivetti_faces/stage3/train-dev_subset.json
create mode 100644 experiments/olivetti_faces/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/olivetti_faces/stage3/train-train-dev_subset.json
create mode 100644 experiments/spambase/stage3/train-dev_subset.json
create mode 100644 experiments/spambase/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/spambase/stage3/train-train-dev_subset.json
create mode 100644 experiments/spambase/stage4/none_with_params.json
create mode 100644 experiments/spambase/stage4/omp_with_params.json
create mode 100644 experiments/spambase/stage4/random_with_params.json
create mode 100644 experiments/steel-plates/stage3/train-dev_subset.json
create mode 100644 experiments/steel-plates/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/steel-plates/stage3/train-train-dev_subset.json
create mode 100644 experiments/wine/stage2/no_normalization.json
create mode 100644 experiments/wine/stage2/normalize_D.json
create mode 100644 experiments/wine/stage2/normalize_D_and_weights.json
create mode 100644 experiments/wine/stage2/normalize_weights.json
create mode 100644 experiments/wine/stage3/train-dev_subset.json
create mode 100644 experiments/wine/stage3/train-dev_train-dev_subset.json
create mode 100644 experiments/wine/stage3/train-train-dev_subset.json
diff --git a/experiments/boston/stage2/no_normalization.json b/experiments/boston/stage2/no_normalization.json
new file mode 100644
index 0000000..62669c2
--- /dev/null
+++ b/experiments/boston/stage2/no_normalization.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/boston/stage2/normalize_D.json b/experiments/boston/stage2/normalize_D.json
new file mode 100644
index 0000000..df91040
--- /dev/null
+++ b/experiments/boston/stage2/normalize_D.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..9cdcc22
--- /dev/null
+++ b/experiments/boston/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/boston/stage2/normalize_weights.json b/experiments/boston/stage2/normalize_weights.json
new file mode 100644
index 0000000..0fbdd98
--- /dev/null
+++ b/experiments/boston/stage2/normalize_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/boston/stage3/train-dev_subset.json b/experiments/boston/stage3/train-dev_subset.json
new file mode 100644
index 0000000..363789a
--- /dev/null
+++ b/experiments/boston/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..e661ba4
--- /dev/null
+++ b/experiments/boston/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..c5802d6
--- /dev/null
+++ b/experiments/boston/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/boston/stage4/none_with_params.json b/experiments/boston/stage4/none_with_params.json
index ba056e1..e71a6cf 100644
--- a/experiments/boston/stage4/none_with_params.json
+++ b/experiments/boston/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/boston/stage4/omp_with_params.json b/experiments/boston/stage4/omp_with_params.json
index 0c393f6..4f0f882 100644
--- a/experiments/boston/stage4/omp_with_params.json
+++ b/experiments/boston/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/boston/stage4/random_with_params.json b/experiments/boston/stage4/random_with_params.json
index 0258396..dc5e112 100644
--- a/experiments/boston/stage4/random_with_params.json
+++ b/experiments/boston/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/breast_cancer/stage2/no_normalization.json b/experiments/breast_cancer/stage2/no_normalization.json
new file mode 100644
index 0000000..7a7daf3
--- /dev/null
+++ b/experiments/breast_cancer/stage2/no_normalization.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage2/normalize_D.json b/experiments/breast_cancer/stage2/normalize_D.json
new file mode 100644
index 0000000..32e491b
--- /dev/null
+++ b/experiments/breast_cancer/stage2/normalize_D.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..65d591f
--- /dev/null
+++ b/experiments/breast_cancer/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage2/normalize_weights.json b/experiments/breast_cancer/stage2/normalize_weights.json
new file mode 100644
index 0000000..6d1afd1
--- /dev/null
+++ b/experiments/breast_cancer/stage2/normalize_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..2d79109
--- /dev/null
+++ b/experiments/breast_cancer/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..5ed12a2
--- /dev/null
+++ b/experiments/breast_cancer/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..d455102
--- /dev/null
+++ b/experiments/breast_cancer/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage4/none_with_params.json b/experiments/breast_cancer/stage4/none_with_params.json
index 4b4d46e..17900fe 100644
--- a/experiments/breast_cancer/stage4/none_with_params.json
+++ b/experiments/breast_cancer/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/breast_cancer/stage4/omp_with_params.json b/experiments/breast_cancer/stage4/omp_with_params.json
index 287b55e..bcb7ecd 100644
--- a/experiments/breast_cancer/stage4/omp_with_params.json
+++ b/experiments/breast_cancer/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/breast_cancer/stage4/random_with_params.json b/experiments/breast_cancer/stage4/random_with_params.json
index 34f70d8..251a2bd 100644
--- a/experiments/breast_cancer/stage4/random_with_params.json
+++ b/experiments/breast_cancer/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/california_housing/stage2/normalize_D_and_weights.json b/experiments/california_housing/stage2/normalize_D_and_weights.json
new file mode 100644
index 0000000..5602f6d
--- /dev/null
+++ b/experiments/california_housing/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..0a01203
--- /dev/null
+++ b/experiments/california_housing/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..1b138f1
--- /dev/null
+++ b/experiments/california_housing/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..2de9ae7
--- /dev/null
+++ b/experiments/california_housing/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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 96d5fed..6e9a156 100644
--- a/experiments/california_housing/stage4/none_with_params.json
+++ b/experiments/california_housing/stage4/none_with_params.json
@@ -5,7 +5,7 @@
"dataset_name": "california_housing",
"normalize_D": false,
"dataset_normalizer": "standard",
- "forest_size": 1000,
+ "forest_size": null,
"extracted_forest_size_samples": 30,
"extracted_forest_size_stop": 1.0,
"models_dir": "models/california_housing/stage4",
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -27,7 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
- "overwrite": true,
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/california_housing/stage4/omp_with_params.json b/experiments/california_housing/stage4/omp_with_params.json
index 45b19ce..a8621dc 100644
--- a/experiments/california_housing/stage4/omp_with_params.json
+++ b/experiments/california_housing/stage4/omp_with_params.json
@@ -5,7 +5,7 @@
"dataset_name": "california_housing",
"normalize_D": false,
"dataset_normalizer": "standard",
- "forest_size": 1000,
+ "forest_size": null,
"extracted_forest_size_samples": 30,
"extracted_forest_size_stop": 1.0,
"models_dir": "models/california_housing/stage4",
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
diff --git a/experiments/california_housing/stage4/random_with_params.json b/experiments/california_housing/stage4/random_with_params.json
index e0e5d5d..73323dc 100644
--- a/experiments/california_housing/stage4/random_with_params.json
+++ b/experiments/california_housing/stage4/random_with_params.json
@@ -5,7 +5,7 @@
"dataset_name": "california_housing",
"normalize_D": false,
"dataset_normalizer": "standard",
- "forest_size": 1000,
+ "forest_size": null,
"extracted_forest_size_samples": 30,
"extracted_forest_size_stop": 1.0,
"models_dir": "models/california_housing/stage4",
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -27,7 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
- "overwrite": true,
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/diabetes/stage2/no_normalization.json b/experiments/diabetes/stage2/no_normalization.json
new file mode 100644
index 0000000..7b8abfb
--- /dev/null
+++ b/experiments/diabetes/stage2/no_normalization.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 4,
+ 7,
+ 11,
+ 14,
+ 18,
+ 22,
+ 25,
+ 29,
+ 32,
+ 36,
+ 40,
+ 43,
+ 47,
+ 50,
+ 54,
+ 58,
+ 61,
+ 65,
+ 68,
+ 72,
+ 76,
+ 79,
+ 83,
+ 86,
+ 90,
+ 94,
+ 97,
+ 101,
+ 104,
+ 108
+ ]
+}
\ No newline at end of file
diff --git a/experiments/diabetes/stage2/normalize_D.json b/experiments/diabetes/stage2/normalize_D.json
new file mode 100644
index 0000000..128ce33
--- /dev/null
+++ b/experiments/diabetes/stage2/normalize_D.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 4,
+ 7,
+ 11,
+ 14,
+ 18,
+ 22,
+ 25,
+ 29,
+ 32,
+ 36,
+ 40,
+ 43,
+ 47,
+ 50,
+ 54,
+ 58,
+ 61,
+ 65,
+ 68,
+ 72,
+ 76,
+ 79,
+ 83,
+ 86,
+ 90,
+ 94,
+ 97,
+ 101,
+ 104,
+ 108
+ ]
+}
\ 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
new file mode 100644
index 0000000..fc47511
--- /dev/null
+++ b/experiments/diabetes/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 4,
+ 7,
+ 11,
+ 14,
+ 18,
+ 22,
+ 25,
+ 29,
+ 32,
+ 36,
+ 40,
+ 43,
+ 47,
+ 50,
+ 54,
+ 58,
+ 61,
+ 65,
+ 68,
+ 72,
+ 76,
+ 79,
+ 83,
+ 86,
+ 90,
+ 94,
+ 97,
+ 101,
+ 104,
+ 108
+ ]
+}
\ No newline at end of file
diff --git a/experiments/diabetes/stage2/normalize_weights.json b/experiments/diabetes/stage2/normalize_weights.json
new file mode 100644
index 0000000..418de93
--- /dev/null
+++ b/experiments/diabetes/stage2/normalize_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 4,
+ 7,
+ 11,
+ 14,
+ 18,
+ 22,
+ 25,
+ 29,
+ 32,
+ 36,
+ 40,
+ 43,
+ 47,
+ 50,
+ 54,
+ 58,
+ 61,
+ 65,
+ 68,
+ 72,
+ 76,
+ 79,
+ 83,
+ 86,
+ 90,
+ 94,
+ 97,
+ 101,
+ 104,
+ 108
+ ]
+}
\ No newline at end of file
diff --git a/experiments/diabetes/stage3/train-dev_subset.json b/experiments/diabetes/stage3/train-dev_subset.json
new file mode 100644
index 0000000..1bb282e
--- /dev/null
+++ b/experiments/diabetes/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 4,
+ 7,
+ 11,
+ 14,
+ 18,
+ 22,
+ 25,
+ 29,
+ 32,
+ 36,
+ 40,
+ 43,
+ 47,
+ 50,
+ 54,
+ 58,
+ 61,
+ 65,
+ 68,
+ 72,
+ 76,
+ 79,
+ 83,
+ 86,
+ 90,
+ 94,
+ 97,
+ 101,
+ 104,
+ 108
+ ]
+}
\ 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
new file mode 100644
index 0000000..e7fd02d
--- /dev/null
+++ b/experiments/diabetes/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 4,
+ 7,
+ 11,
+ 14,
+ 18,
+ 22,
+ 25,
+ 29,
+ 32,
+ 36,
+ 40,
+ 43,
+ 47,
+ 50,
+ 54,
+ 58,
+ 61,
+ 65,
+ 68,
+ 72,
+ 76,
+ 79,
+ 83,
+ 86,
+ 90,
+ 94,
+ 97,
+ 101,
+ 104,
+ 108
+ ]
+}
\ 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
new file mode 100644
index 0000000..aaaeca4
--- /dev/null
+++ b/experiments/diabetes/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 4,
+ 7,
+ 11,
+ 14,
+ 18,
+ 22,
+ 25,
+ 29,
+ 32,
+ 36,
+ 40,
+ 43,
+ 47,
+ 50,
+ 54,
+ 58,
+ 61,
+ 65,
+ 68,
+ 72,
+ 76,
+ 79,
+ 83,
+ 86,
+ 90,
+ 94,
+ 97,
+ 101,
+ 104,
+ 108
+ ]
+}
\ No newline at end of file
diff --git a/experiments/diabetes/stage4/none_with_params.json b/experiments/diabetes/stage4/none_with_params.json
index 4f89e2e..10c8b3d 100644
--- a/experiments/diabetes/stage4/none_with_params.json
+++ b/experiments/diabetes/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
4,
7,
diff --git a/experiments/diabetes/stage4/omp_with_params.json b/experiments/diabetes/stage4/omp_with_params.json
index c0a85a5..93b0648 100644
--- a/experiments/diabetes/stage4/omp_with_params.json
+++ b/experiments/diabetes/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
4,
7,
diff --git a/experiments/diabetes/stage4/random_with_params.json b/experiments/diabetes/stage4/random_with_params.json
index 6684ed2..30615d4 100644
--- a/experiments/diabetes/stage4/random_with_params.json
+++ b/experiments/diabetes/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
4,
7,
diff --git a/experiments/diamonds/stage2/no_normalization.json b/experiments/diamonds/stage2/no_normalization.json
index 2af65ef..de21ce0 100644
--- a/experiments/diamonds/stage2/no_normalization.json
+++ b/experiments/diamonds/stage2/no_normalization.json
@@ -6,8 +6,8 @@
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 10,
- "extracted_forest_size_stop": 0.4,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
"models_dir": "models/diamonds/stage2",
"dev_size": 0.2,
"test_size": 0.2,
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train,dev",
"normalize_weights": false,
@@ -27,16 +29,37 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
- 16,
- 31,
- 47,
- 62,
- 78,
- 94,
- 109,
- 125,
- 140,
- 156
+ 14,
+ 29,
+ 43,
+ 57,
+ 72,
+ 86,
+ 100,
+ 114,
+ 129,
+ 143,
+ 157,
+ 172,
+ 186,
+ 200,
+ 214,
+ 229,
+ 243,
+ 257,
+ 272,
+ 286,
+ 300,
+ 315,
+ 329,
+ 343,
+ 358,
+ 372,
+ 386,
+ 400,
+ 415,
+ 429
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage2/normalize_D.json b/experiments/diamonds/stage2/normalize_D.json
index b69f4a0..b82f2c6 100644
--- a/experiments/diamonds/stage2/normalize_D.json
+++ b/experiments/diamonds/stage2/normalize_D.json
@@ -6,8 +6,8 @@
"normalize_D": true,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 10,
- "extracted_forest_size_stop": 0.4,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
"models_dir": "models/diamonds/stage2",
"dev_size": 0.2,
"test_size": 0.2,
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train,dev",
"normalize_weights": false,
@@ -27,16 +29,37 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
- 16,
- 31,
- 47,
- 62,
- 78,
- 94,
- 109,
- 125,
- 140,
- 156
+ 14,
+ 29,
+ 43,
+ 57,
+ 72,
+ 86,
+ 100,
+ 114,
+ 129,
+ 143,
+ 157,
+ 172,
+ 186,
+ 200,
+ 214,
+ 229,
+ 243,
+ 257,
+ 272,
+ 286,
+ 300,
+ 315,
+ 329,
+ 343,
+ 358,
+ 372,
+ 386,
+ 400,
+ 415,
+ 429
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage2/normalize_D_and_weights.json b/experiments/diamonds/stage2/normalize_D_and_weights.json
index a9ca586..8931934 100644
--- a/experiments/diamonds/stage2/normalize_D_and_weights.json
+++ b/experiments/diamonds/stage2/normalize_D_and_weights.json
@@ -6,8 +6,8 @@
"normalize_D": true,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 10,
- "extracted_forest_size_stop": 0.4,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
"models_dir": "models/diamonds/stage2",
"dev_size": 0.2,
"test_size": 0.2,
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train,dev",
"normalize_weights": true,
@@ -27,16 +29,37 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
- 16,
- 31,
- 47,
- 62,
- 78,
- 94,
- 109,
- 125,
- 140,
- 156
+ 14,
+ 29,
+ 43,
+ 57,
+ 72,
+ 86,
+ 100,
+ 114,
+ 129,
+ 143,
+ 157,
+ 172,
+ 186,
+ 200,
+ 214,
+ 229,
+ 243,
+ 257,
+ 272,
+ 286,
+ 300,
+ 315,
+ 329,
+ 343,
+ 358,
+ 372,
+ 386,
+ 400,
+ 415,
+ 429
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage2/normalize_weights.json b/experiments/diamonds/stage2/normalize_weights.json
index 795b1a6..fab83b2 100644
--- a/experiments/diamonds/stage2/normalize_weights.json
+++ b/experiments/diamonds/stage2/normalize_weights.json
@@ -6,8 +6,8 @@
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 10,
- "extracted_forest_size_stop": 0.4,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
"models_dir": "models/diamonds/stage2",
"dev_size": 0.2,
"test_size": 0.2,
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train,dev",
"normalize_weights": true,
@@ -27,16 +29,37 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
- 16,
- 31,
- 47,
- 62,
- 78,
- 94,
- 109,
- 125,
- 140,
- 156
+ 14,
+ 29,
+ 43,
+ 57,
+ 72,
+ 86,
+ 100,
+ 114,
+ 129,
+ 143,
+ 157,
+ 172,
+ 186,
+ 200,
+ 214,
+ 229,
+ 243,
+ 257,
+ 272,
+ 286,
+ 300,
+ 315,
+ 329,
+ 343,
+ 358,
+ 372,
+ 386,
+ 400,
+ 415,
+ 429
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage3/train-dev_subset.json b/experiments/diamonds/stage3/train-dev_subset.json
index 935c506..6c78430 100644
--- a/experiments/diamonds/stage3/train-dev_subset.json
+++ b/experiments/diamonds/stage3/train-dev_subset.json
@@ -6,8 +6,8 @@
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 10,
- "extracted_forest_size_stop": 0.4,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
"models_dir": "models/diamonds/stage3",
"dev_size": 0.2,
"test_size": 0.2,
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train,dev",
"normalize_weights": false,
@@ -27,16 +29,37 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
- 16,
- 31,
- 47,
- 62,
- 78,
- 94,
- 109,
- 125,
- 140,
- 156
+ 14,
+ 29,
+ 43,
+ 57,
+ 72,
+ 86,
+ 100,
+ 114,
+ 129,
+ 143,
+ 157,
+ 172,
+ 186,
+ 200,
+ 214,
+ 229,
+ 243,
+ 257,
+ 272,
+ 286,
+ 300,
+ 315,
+ 329,
+ 343,
+ 358,
+ 372,
+ 386,
+ 400,
+ 415,
+ 429
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage3/train-dev_train-dev_subset.json b/experiments/diamonds/stage3/train-dev_train-dev_subset.json
index 9297d9c..82201c7 100644
--- a/experiments/diamonds/stage3/train-dev_train-dev_subset.json
+++ b/experiments/diamonds/stage3/train-dev_train-dev_subset.json
@@ -6,8 +6,8 @@
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 10,
- "extracted_forest_size_stop": 0.4,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
"models_dir": "models/diamonds/stage3",
"dev_size": 0.2,
"test_size": 0.2,
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -27,16 +29,37 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
- 16,
- 31,
- 47,
- 62,
- 78,
- 94,
- 109,
- 125,
- 140,
- 156
+ 14,
+ 29,
+ 43,
+ 57,
+ 72,
+ 86,
+ 100,
+ 114,
+ 129,
+ 143,
+ 157,
+ 172,
+ 186,
+ 200,
+ 214,
+ 229,
+ 243,
+ 257,
+ 272,
+ 286,
+ 300,
+ 315,
+ 329,
+ 343,
+ 358,
+ 372,
+ 386,
+ 400,
+ 415,
+ 429
]
}
\ No newline at end of file
diff --git a/experiments/diamonds/stage3/train-train-dev_subset.json b/experiments/diamonds/stage3/train-train-dev_subset.json
index 7cdd51b..4c4cdbe 100644
--- a/experiments/diamonds/stage3/train-train-dev_subset.json
+++ b/experiments/diamonds/stage3/train-train-dev_subset.json
@@ -6,8 +6,8 @@
"normalize_D": false,
"dataset_normalizer": "standard",
"forest_size": null,
- "extracted_forest_size_samples": 10,
- "extracted_forest_size_stop": 0.4,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
"models_dir": "models/diamonds/stage3",
"dev_size": 0.2,
"test_size": 0.2,
@@ -15,7 +15,9 @@
"seeds": [
1,
2,
- 3
+ 3,
+ 4,
+ 5
],
"subsets_used": "train,train+dev",
"normalize_weights": false,
@@ -27,16 +29,37 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
- 16,
- 31,
- 47,
- 62,
- 78,
- 94,
- 109,
- 125,
- 140,
- 156
+ 14,
+ 29,
+ 43,
+ 57,
+ 72,
+ 86,
+ 100,
+ 114,
+ 129,
+ 143,
+ 157,
+ 172,
+ 186,
+ 200,
+ 214,
+ 229,
+ 243,
+ 257,
+ 272,
+ 286,
+ 300,
+ 315,
+ 329,
+ 343,
+ 358,
+ 372,
+ 386,
+ 400,
+ 415,
+ 429
]
}
\ 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 fedf40d..ee5feaa 100644
--- a/experiments/diamonds/stage4/none_with_params.json
+++ b/experiments/diamonds/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
14,
29,
diff --git a/experiments/diamonds/stage4/omp_with_params.json b/experiments/diamonds/stage4/omp_with_params.json
index 52d8cf7..7c585a4 100644
--- a/experiments/diamonds/stage4/omp_with_params.json
+++ b/experiments/diamonds/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
14,
29,
diff --git a/experiments/diamonds/stage4/random_with_params.json b/experiments/diamonds/stage4/random_with_params.json
index 9089cbb..9088100 100644
--- a/experiments/diamonds/stage4/random_with_params.json
+++ b/experiments/diamonds/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
14,
29,
diff --git a/experiments/digits/stage2/no_normalization.json b/experiments/digits/stage2/no_normalization.json
new file mode 100644
index 0000000..dd91b37
--- /dev/null
+++ b/experiments/digits/stage2/no_normalization.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/digits/stage2/normalize_D.json b/experiments/digits/stage2/normalize_D.json
new file mode 100644
index 0000000..b016f50
--- /dev/null
+++ b/experiments/digits/stage2/normalize_D.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..adda507
--- /dev/null
+++ b/experiments/digits/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/digits/stage2/normalize_weights.json b/experiments/digits/stage2/normalize_weights.json
new file mode 100644
index 0000000..8e38f7e
--- /dev/null
+++ b/experiments/digits/stage2/normalize_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/digits/stage3/train-dev_subset.json b/experiments/digits/stage3/train-dev_subset.json
new file mode 100644
index 0000000..f36382a
--- /dev/null
+++ b/experiments/digits/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..e75de58
--- /dev/null
+++ b/experiments/digits/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..107f3d5
--- /dev/null
+++ b/experiments/digits/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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 599a191..3dab841 100644
--- a/experiments/digits/stage4/none_with_params.json
+++ b/experiments/digits/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/digits/stage4/omp_with_params.json b/experiments/digits/stage4/omp_with_params.json
index 45d968b..1fa78ca 100644
--- a/experiments/digits/stage4/omp_with_params.json
+++ b/experiments/digits/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/digits/stage4/random_with_params.json b/experiments/digits/stage4/random_with_params.json
index e96b311..940ddb4 100644
--- a/experiments/digits/stage4/random_with_params.json
+++ b/experiments/digits/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/iris/stage2/no_normalization.json b/experiments/iris/stage2/no_normalization.json
new file mode 100644
index 0000000..4c6556c
--- /dev/null
+++ b/experiments/iris/stage2/no_normalization.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/iris/stage2/normalize_D.json b/experiments/iris/stage2/normalize_D.json
new file mode 100644
index 0000000..004f315
--- /dev/null
+++ b/experiments/iris/stage2/normalize_D.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..e5c1058
--- /dev/null
+++ b/experiments/iris/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/iris/stage2/normalize_weights.json b/experiments/iris/stage2/normalize_weights.json
new file mode 100644
index 0000000..68f3501
--- /dev/null
+++ b/experiments/iris/stage2/normalize_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/iris/stage3/train-dev_subset.json b/experiments/iris/stage3/train-dev_subset.json
new file mode 100644
index 0000000..f924496
--- /dev/null
+++ b/experiments/iris/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..311af7e
--- /dev/null
+++ b/experiments/iris/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..fdf38dd
--- /dev/null
+++ b/experiments/iris/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/iris/stage4/none_with_params.json b/experiments/iris/stage4/none_with_params.json
index 2df5617..04e2423 100644
--- a/experiments/iris/stage4/none_with_params.json
+++ b/experiments/iris/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/iris/stage4/omp_with_params.json b/experiments/iris/stage4/omp_with_params.json
index ffddfac..483febc 100644
--- a/experiments/iris/stage4/omp_with_params.json
+++ b/experiments/iris/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/iris/stage4/random_with_params.json b/experiments/iris/stage4/random_with_params.json
index c50daa8..5cb2d61 100644
--- a/experiments/iris/stage4/random_with_params.json
+++ b/experiments/iris/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/kin8nm/stage3/train-dev_subset.json b/experiments/kin8nm/stage3/train-dev_subset.json
new file mode 100644
index 0000000..d066798
--- /dev/null
+++ b/experiments/kin8nm/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 1,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "kin8nm",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/kin8nm/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/kin8nm/stage3/train-dev_train-dev_subset.json b/experiments/kin8nm/stage3/train-dev_train-dev_subset.json
new file mode 100644
index 0000000..e7f0554
--- /dev/null
+++ b/experiments/kin8nm/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 2,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "kin8nm",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/kin8nm/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/kin8nm/stage3/train-train-dev_subset.json b/experiments/kin8nm/stage3/train-train-dev_subset.json
new file mode 100644
index 0000000..0f233cb
--- /dev/null
+++ b/experiments/kin8nm/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 3,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "kin8nm",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/kin8nm/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/kin8nm/stage4/none_with_params.json b/experiments/kin8nm/stage4/none_with_params.json
index 95f0f54..16396bf 100644
--- a/experiments/kin8nm/stage4/none_with_params.json
+++ b/experiments/kin8nm/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/kin8nm/stage4/omp_with_params.json b/experiments/kin8nm/stage4/omp_with_params.json
index 03136cb..793dbef 100644
--- a/experiments/kin8nm/stage4/omp_with_params.json
+++ b/experiments/kin8nm/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/kin8nm/stage4/random_with_params.json b/experiments/kin8nm/stage4/random_with_params.json
index 18a553f..8ccf0f3 100644
--- a/experiments/kin8nm/stage4/random_with_params.json
+++ b/experiments/kin8nm/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/kr-vs-kp/stage3/train-dev_subset.json b/experiments/kr-vs-kp/stage3/train-dev_subset.json
new file mode 100644
index 0000000..3ca85b2
--- /dev/null
+++ b/experiments/kr-vs-kp/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 1.0,
+ "models_dir": "models/kr-vs-kp/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/kr-vs-kp/stage3/train-dev_train-dev_subset.json b/experiments/kr-vs-kp/stage3/train-dev_train-dev_subset.json
new file mode 100644
index 0000000..0919df9
--- /dev/null
+++ b/experiments/kr-vs-kp/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 2,
+ "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": 1.0,
+ "models_dir": "models/kr-vs-kp/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/kr-vs-kp/stage3/train-train-dev_subset.json b/experiments/kr-vs-kp/stage3/train-train-dev_subset.json
new file mode 100644
index 0000000..3e3ef7e
--- /dev/null
+++ b/experiments/kr-vs-kp/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 1.0,
+ "models_dir": "models/kr-vs-kp/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
index cd0bbd7..526ec32 100644
--- a/experiments/kr-vs-kp/stage4/none_with_params.json
+++ b/experiments/kr-vs-kp/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/kr-vs-kp/stage4/omp_with_params.json b/experiments/kr-vs-kp/stage4/omp_with_params.json
index ac4d8c6..b850926 100644
--- a/experiments/kr-vs-kp/stage4/omp_with_params.json
+++ b/experiments/kr-vs-kp/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/kr-vs-kp/stage4/random_with_params.json b/experiments/kr-vs-kp/stage4/random_with_params.json
index f471871..892bc2d 100644
--- a/experiments/kr-vs-kp/stage4/random_with_params.json
+++ b/experiments/kr-vs-kp/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/olivetti_faces/stage2/no_normalization.json b/experiments/olivetti_faces/stage2/no_normalization.json
new file mode 100644
index 0000000..b666bf5
--- /dev/null
+++ b/experiments/olivetti_faces/stage2/no_normalization.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage2/normalize_D.json b/experiments/olivetti_faces/stage2/normalize_D.json
new file mode 100644
index 0000000..8818834
--- /dev/null
+++ b/experiments/olivetti_faces/stage2/normalize_D.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..4bedb9d
--- /dev/null
+++ b/experiments/olivetti_faces/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage2/normalize_weights.json b/experiments/olivetti_faces/stage2/normalize_weights.json
new file mode 100644
index 0000000..52781c0
--- /dev/null
+++ b/experiments/olivetti_faces/stage2/normalize_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..7f1954c
--- /dev/null
+++ b/experiments/olivetti_faces/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..3dc5d9f
--- /dev/null
+++ b/experiments/olivetti_faces/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..f45144c
--- /dev/null
+++ b/experiments/olivetti_faces/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage4/none_with_params.json b/experiments/olivetti_faces/stage4/none_with_params.json
index 3fca3b0..a9f8b1a 100644
--- a/experiments/olivetti_faces/stage4/none_with_params.json
+++ b/experiments/olivetti_faces/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/olivetti_faces/stage4/omp_with_params.json b/experiments/olivetti_faces/stage4/omp_with_params.json
index 136133d..59039fa 100644
--- a/experiments/olivetti_faces/stage4/omp_with_params.json
+++ b/experiments/olivetti_faces/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/olivetti_faces/stage4/random_with_params.json b/experiments/olivetti_faces/stage4/random_with_params.json
index 2a2ab9a..4c25028 100644
--- a/experiments/olivetti_faces/stage4/random_with_params.json
+++ b/experiments/olivetti_faces/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/spambase/stage3/train-dev_subset.json b/experiments/spambase/stage3/train-dev_subset.json
new file mode 100644
index 0000000..6bc736c
--- /dev/null
+++ b/experiments/spambase/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 1,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "spambase",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/spambase/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/spambase/stage3/train-dev_train-dev_subset.json b/experiments/spambase/stage3/train-dev_train-dev_subset.json
new file mode 100644
index 0000000..a6d8a6d
--- /dev/null
+++ b/experiments/spambase/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 2,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "spambase",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/spambase/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/spambase/stage3/train-train-dev_subset.json b/experiments/spambase/stage3/train-train-dev_subset.json
new file mode 100644
index 0000000..dcbd560
--- /dev/null
+++ b/experiments/spambase/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 3,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "spambase",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/spambase/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/spambase/stage4/none_with_params.json b/experiments/spambase/stage4/none_with_params.json
new file mode 100644
index 0000000..cac696e
--- /dev/null
+++ b/experiments/spambase/stage4/none_with_params.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 1,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "spambase",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/spambase/stage4",
+ "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": [
+ "4",
+ "none_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "none",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/spambase/stage4/omp_with_params.json b/experiments/spambase/stage4/omp_with_params.json
new file mode 100644
index 0000000..4aad814
--- /dev/null
+++ b/experiments/spambase/stage4/omp_with_params.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 3,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "spambase",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/spambase/stage4",
+ "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": [
+ "4",
+ "omp_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "omp",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/spambase/stage4/random_with_params.json b/experiments/spambase/stage4/random_with_params.json
new file mode 100644
index 0000000..982d9a8
--- /dev/null
+++ b/experiments/spambase/stage4/random_with_params.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 2,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "spambase",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/spambase/stage4",
+ "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": [
+ "4",
+ "random_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "random",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage3/train-dev_subset.json b/experiments/steel-plates/stage3/train-dev_subset.json
new file mode 100644
index 0000000..8eac9fc
--- /dev/null
+++ b/experiments/steel-plates/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 1.0,
+ "models_dir": "models/steel-plates/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage3/train-dev_train-dev_subset.json b/experiments/steel-plates/stage3/train-dev_train-dev_subset.json
new file mode 100644
index 0000000..1a76524
--- /dev/null
+++ b/experiments/steel-plates/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 1.0,
+ "models_dir": "models/steel-plates/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage3/train-train-dev_subset.json b/experiments/steel-plates/stage3/train-train-dev_subset.json
new file mode 100644
index 0000000..fb60f85
--- /dev/null
+++ b/experiments/steel-plates/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 1.0,
+ "models_dir": "models/steel-plates/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
index 8f4b9a0..360c792 100644
--- a/experiments/steel-plates/stage4/none_with_params.json
+++ b/experiments/steel-plates/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/steel-plates/stage4/omp_with_params.json b/experiments/steel-plates/stage4/omp_with_params.json
index ffaa72f..a1efe88 100644
--- a/experiments/steel-plates/stage4/omp_with_params.json
+++ b/experiments/steel-plates/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/steel-plates/stage4/random_with_params.json b/experiments/steel-plates/stage4/random_with_params.json
index a86d432..c72830a 100644
--- a/experiments/steel-plates/stage4/random_with_params.json
+++ b/experiments/steel-plates/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/wine/stage2/no_normalization.json b/experiments/wine/stage2/no_normalization.json
new file mode 100644
index 0000000..12fb47f
--- /dev/null
+++ b/experiments/wine/stage2/no_normalization.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/wine/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/wine/stage2/normalize_D.json b/experiments/wine/stage2/normalize_D.json
new file mode 100644
index 0000000..5bc7c1e
--- /dev/null
+++ b/experiments/wine/stage2/normalize_D.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 2,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "wine",
+ "normalize_D": true,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/wine/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/wine/stage2/normalize_D_and_weights.json b/experiments/wine/stage2/normalize_D_and_weights.json
new file mode 100644
index 0000000..7be2dd7
--- /dev/null
+++ b/experiments/wine/stage2/normalize_D_and_weights.json
@@ -0,0 +1,65 @@
+{
+ "experiment_id": 4,
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "wine",
+ "normalize_D": true,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/wine/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/wine/stage2/normalize_weights.json b/experiments/wine/stage2/normalize_weights.json
new file mode 100644
index 0000000..2f57582
--- /dev/null
+++ b/experiments/wine/stage2/normalize_weights.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "models_dir": "models/wine/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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/wine/stage3/train-dev_subset.json b/experiments/wine/stage3/train-dev_subset.json
new file mode 100644
index 0000000..3ce11ae
--- /dev/null
+++ b/experiments/wine/stage3/train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..db7c0f9
--- /dev/null
+++ b/experiments/wine/stage3/train-dev_train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ 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
new file mode 100644
index 0000000..5162a25
--- /dev/null
+++ b/experiments/wine/stage3/train-train-dev_subset.json
@@ -0,0 +1,65 @@
+{
+ "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": 30,
+ "extracted_forest_size_stop": 1.0,
+ "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",
+ "overwrite": false,
+ "extracted_forest_size": [
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
+ ]
+}
\ No newline at end of file
diff --git a/experiments/wine/stage4/none_with_params.json b/experiments/wine/stage4/none_with_params.json
index 2621fec..06f4ab0 100644
--- a/experiments/wine/stage4/none_with_params.json
+++ b/experiments/wine/stage4/none_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "none",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/wine/stage4/omp_with_params.json b/experiments/wine/stage4/omp_with_params.json
index a5ff257..ca2ee33 100644
--- a/experiments/wine/stage4/omp_with_params.json
+++ b/experiments/wine/stage4/omp_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "omp",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
diff --git a/experiments/wine/stage4/random_with_params.json b/experiments/wine/stage4/random_with_params.json
index f344a10..18802b7 100644
--- a/experiments/wine/stage4/random_with_params.json
+++ b/experiments/wine/stage4/random_with_params.json
@@ -17,9 +17,7 @@
2,
3,
4,
- 5,
- 6,
- 7
+ 5
],
"subsets_used": "train+dev,train+dev",
"normalize_weights": false,
@@ -31,6 +29,7 @@
],
"job_number": -1,
"extraction_strategy": "random",
+ "overwrite": false,
"extracted_forest_size": [
33,
67,
--
GitLab