From a03357d0edc5c9551de33990e8e8f371e3c91859 Mon Sep 17 00:00:00 2001
From: "leo.bouscarrat" <leo.bouscarrat@frontend.lif.univ-mrs.fr>
Date: Thu, 5 Mar 2020 15:07:35 +0100
Subject: [PATCH] New results + hyperparameters spambase

---
 experiments/spambase/stage1/params.json     |  28 ++++++++++++++++++++
 results/breast_cancer/stage4_fix/losses.png | Bin 36587 -> 61114 bytes
 results/kr-vs-kp/stage4_fix/losses.png      | Bin 31164 -> 47648 bytes
 results/steel-plates/stage4_fix/losses.png  | Bin 31113 -> 38955 bytes
 scripts/run_compute_results.sh              |   2 +-
 scripts/run_stage5_experiments.sh           |   2 +-
 6 files changed, 30 insertions(+), 2 deletions(-)
 create mode 100644 experiments/spambase/stage1/params.json

diff --git a/experiments/spambase/stage1/params.json b/experiments/spambase/stage1/params.json
new file mode 100644
index 0000000..df61162
--- /dev/null
+++ b/experiments/spambase/stage1/params.json
@@ -0,0 +1,28 @@
+{
+    "scorer": "accuracy",
+    "best_score_train": 0.9469882246376812,
+    "best_score_test": 0.9512124502352516,
+    "best_parameters": {
+        "min_samples_leaf": 1,
+        "n_estimators": 1000,
+        "max_features": "log2",
+        "max_depth": 20
+    },
+    "random_seed": [
+        1260,
+        1414,
+        1635,
+        513,
+        678,
+        943,
+        1496,
+        1434,
+        260,
+        1825,
+        415,
+        740,
+        811,
+        93,
+        1860
+    ]
+}
\ No newline at end of file
diff --git a/results/breast_cancer/stage4_fix/losses.png b/results/breast_cancer/stage4_fix/losses.png
index 577016a2ea1e40f9a026a7a7b47b839c98ae16da..65bd8f28f2b18dc24ade549b9c0927909d9824f7 100644
GIT binary patch
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diff --git a/results/kr-vs-kp/stage4_fix/losses.png b/results/kr-vs-kp/stage4_fix/losses.png
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diff --git a/scripts/run_compute_results.sh b/scripts/run_compute_results.sh
index 74db5ec..1e8cf51 100644
--- a/scripts/run_compute_results.sh
+++ b/scripts/run_compute_results.sh
@@ -1,4 +1,4 @@
-for dataset in steel-plates
+for dataset in breast_cancer kr-vs-kp steel-plates
 do
     python code/compute_results.py --stage=4 --experiment_ids 1 2 3 --dataset_name=$dataset --models_dir=models/$dataset/stage5
 done
diff --git a/scripts/run_stage5_experiments.sh b/scripts/run_stage5_experiments.sh
index 837231b..93abbe7 100644
--- a/scripts/run_stage5_experiments.sh
+++ b/scripts/run_stage5_experiments.sh
@@ -4,7 +4,7 @@ walltime=1:00
 seeds='1 2 3 4 5 6 7'
 
 #for dataset in breast_cancer diabetes diamonds california_housing boston linnerud steel-plates
-for dataset in steel-plates
+for dataset in breast_cancer kr-vs-kp steel-plates
 do
     oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=none --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=1 --models_dir=models/$dataset/stage5 --subsets_used train+dev,train+dev"
     oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage5 --subsets_used train+dev,train+dev"
-- 
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