diff --git a/experiments/boston/stage1/params.json b/experiments/boston/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b530a1131567dc32b0e6274dbda45f143ce4cab
--- /dev/null
+++ b/experiments/boston/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "neg_mean_squared_error",
+ "best_score_train": -13.33228274304088,
+ "best_score_test": -13.650326577972058,
+ "best_parameters": {
+ "max_features": "auto",
+ "min_samples_leaf": 1,
+ "max_depth": 20,
+ "n_estimators": 1000
+ },
+ "random_seed": [
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+ 1844,
+ 1376,
+ 383,
+ 310,
+ 1620,
+ 54,
+ 1502,
+ 324,
+ 1536,
+ 1202,
+ 1069,
+ 645,
+ 1706,
+ 423
+ ]
+}
\ No newline at end of file
diff --git a/experiments/breast_cancer/stage1/params.json b/experiments/breast_cancer/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2bca84adc1377209cdc03c17d8a3d965bf233da
--- /dev/null
+++ b/experiments/breast_cancer/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "accuracy",
+ "best_score_train": 0.9562271062271059,
+ "best_score_test": 0.9514619883040936,
+ "best_parameters": {
+ "max_depth": 20,
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_features": "log2"
+ },
+ "random_seed": [
+ 1505,
+ 5,
+ 484,
+ 284,
+ 289,
+ 1014,
+ 1752,
+ 497,
+ 1350,
+ 781,
+ 408,
+ 256,
+ 1494,
+ 1940,
+ 842
+ ]
+}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/none_with_params_26.json b/experiments/california_housing/stage1/none_with_params_26.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9b0d39f92b13a9419668ec1e5b189207eda0ddb
--- /dev/null
+++ b/experiments/california_housing/stage1/none_with_params_26.json
@@ -0,0 +1,37 @@
+{
+ "experiment_configuration": null,
+ "experiment_configuration_path": "experiments",
+ "dataset_name": "california_housing",
+ "normalize_D": false,
+ "dataset_normalizer": "standard",
+ "forest_size": null,
+ "extracted_forest_size_samples": 5,
+ "extracted_forest_size_stop": 0.1,
+ "models_dir": "./models",
+ "dev_size": 0.2,
+ "test_size": 0.2,
+ "random_seed_number": 1,
+ "seeds": [
+ 1,
+ 2,
+ 3
+ ],
+ "subsets_used": "train,dev",
+ "normalize_weights": false,
+ "verbose": false,
+ "skip_best_hyperparams": false,
+ "save_experiment_configuration": [
+ "1",
+ "none_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "none",
+ "extracted_forest_size": [
+ 16,
+ 33,
+ 50,
+ 66,
+ 83
+ ],
+ "experiment_id": 26
+}
\ No newline at end of file
diff --git a/experiments/california_housing/stage1/params.json b/experiments/california_housing/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..617c93c1725070111e2ac5a0292ef450c389df3c
--- /dev/null
+++ b/experiments/california_housing/stage1/params.json
@@ -0,0 +1,16 @@
+{
+ "scorer": "neg_mean_squared_error",
+ "best_score_train": -0.2535049905518054,
+ "best_score_test": -0.24128661227361273,
+ "best_parameters": {
+ "max_features": "log2",
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_depth": 18
+ },
+ "random_seed": [
+ 1012,
+ 529,
+ 42
+ ]
+}
\ No newline at end of file
diff --git a/experiments/diabetes/stage1/params.json b/experiments/diabetes/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ade87a85a4ae7ca8a30eeea974173163e576848
--- /dev/null
+++ b/experiments/diabetes/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "neg_mean_squared_error",
+ "best_score_train": -3565.203897624773,
+ "best_score_test": -3305.635542701523,
+ "best_parameters": {
+ "max_features": "auto",
+ "min_samples_leaf": 1,
+ "max_depth": 15,
+ "n_estimators": 108
+ },
+ "random_seed": [
+ 661,
+ 1004,
+ 469,
+ 1399,
+ 32,
+ 992,
+ 312,
+ 895,
+ 170,
+ 913,
+ 347,
+ 787,
+ 1596,
+ 752,
+ 1093
+ ]
+}
\ No newline at end of file
diff --git a/experiments/diamonds/stage1/params.json b/experiments/diamonds/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d5d8fa0176b7ad36d1e30fb24a28b0185133357
--- /dev/null
+++ b/experiments/diamonds/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "neg_mean_squared_error",
+ "best_score_train": -627872.5455188936,
+ "best_score_test": -551230.808602097,
+ "best_parameters": {
+ "max_features": "auto",
+ "min_samples_leaf": 1,
+ "max_depth": 12,
+ "n_estimators": 429
+ },
+ "random_seed": [
+ 83,
+ 1000,
+ 1262,
+ 1117,
+ 1899,
+ 1378,
+ 1904,
+ 1661,
+ 57,
+ 1143,
+ 1350,
+ 871,
+ 1030,
+ 1585,
+ 745
+ ]
+}
\ No newline at end of file
diff --git a/experiments/digits/stage1/params.json b/experiments/digits/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..845a1aec4ffdb77db0d9eda6ca712dbb80c5bfb9
--- /dev/null
+++ b/experiments/digits/stage1/params.json
@@ -0,0 +1,18 @@
+{
+ "scorer": "accuracy",
+ "best_score_train": 0.9667536988685814,
+ "best_score_test": 0.9738888888888889,
+ "best_parameters": {
+ "max_features": "sqrt",
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_depth": 20
+ },
+ "random_seed": [
+ 1,
+ 103,
+ 519,
+ 213,
+ 953
+ ]
+}
\ No newline at end of file
diff --git a/experiments/iris/stage1/omp_with_params.json b/experiments/iris/stage1/omp_with_params.json
index 941788592683f9ffad87edbce1a3924cd7d14895..47b8826df196929c56cde3a1036c452764564b2e 100644
--- a/experiments/iris/stage1/omp_with_params.json
+++ b/experiments/iris/stage1/omp_with_params.json
@@ -7,17 +7,13 @@
"dataset_normalizer": "standard",
"forest_size": null,
"extracted_forest_size_samples": 5,
- "extracted_forest_size_stop": 0.05,
+ "extracted_forest_size_stop": 0.4,
"models_dir": "models/iris/stage1",
"dev_size": 0.2,
"test_size": 0.2,
"random_seed_number": 1,
"seeds": [
- 1,
- 2,
- 3,
- 4,
- 5
+ 1
],
"subsets_used": "train,dev",
"normalize_weights": false,
@@ -30,10 +26,10 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
- 8,
- 17,
- 25,
- 33,
- 42
+ 7,
+ 13,
+ 20,
+ 27,
+ 33
]
}
\ No newline at end of file
diff --git a/experiments/iris/stage1/params.json b/experiments/iris/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3eacac482d4747992a15987eaaabc54ac23c13b
--- /dev/null
+++ b/experiments/iris/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "accuracy",
+ "best_score_train": 0.9541666666666668,
+ "best_score_test": 0.9155555555555556,
+ "best_parameters": {
+ "max_features": "sqrt",
+ "min_samples_leaf": 1,
+ "max_depth": 1,
+ "n_estimators": 1000
+ },
+ "random_seed": [
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+ 577,
+ 1262,
+ 261,
+ 1942,
+ 121,
+ 1710,
+ 633,
+ 1852,
+ 821,
+ 423,
+ 574,
+ 1452,
+ 68,
+ 624
+ ]
+}
\ No newline at end of file
diff --git a/experiments/lfw_pairs/stage1/params.json b/experiments/lfw_pairs/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..44037fe5096d52ae44f103cf579c63fe735f6fc8
--- /dev/null
+++ b/experiments/lfw_pairs/stage1/params.json
@@ -0,0 +1,16 @@
+{
+ "scorer": "accuracy",
+ "best_score_train": 0.6231060606060606,
+ "best_score_test": 0.6174242424242423,
+ "best_parameters": {
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_depth": 16,
+ "max_features": "auto"
+ },
+ "random_seed": [
+ 226,
+ 674,
+ 1639
+ ]
+}
\ No newline at end of file
diff --git a/experiments/linnerud/stage1/params.json b/experiments/linnerud/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e45dc06e3b617f4fb98c6645b9d3a193ba9d44b
--- /dev/null
+++ b/experiments/linnerud/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "neg_mean_squared_error",
+ "best_score_train": -223.81438159498393,
+ "best_score_test": -262.4415311793658,
+ "best_parameters": {
+ "max_depth": 1,
+ "min_samples_leaf": 1,
+ "max_features": "sqrt",
+ "n_estimators": 1000
+ },
+ "random_seed": [
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+ 509,
+ 686,
+ 1657,
+ 922,
+ 502,
+ 1414,
+ 1259,
+ 1256,
+ 1923,
+ 1813,
+ 1854,
+ 136,
+ 1129,
+ 777
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+}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage1/params.json b/experiments/olivetti_faces/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9d83bfd06cf6a9f18bb319538626b322f5b5b7b
--- /dev/null
+++ b/experiments/olivetti_faces/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "accuracy",
+ "best_score_train": 0.8890625,
+ "best_score_test": 0.89,
+ "best_parameters": {
+ "max_features": "log2",
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_depth": 18
+ },
+ "random_seed": [
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+ 249,
+ 1367,
+ 942,
+ 846,
+ 1576,
+ 285,
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+ 1974,
+ 1216,
+ 540,
+ 1292,
+ 1642,
+ 712,
+ 1511
+ ]
+}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage1/omp_with_params.json b/experiments/steel-plates/stage1/omp_with_params.json
new file mode 100644
index 0000000000000000000000000000000000000000..b15e5b324a726b63131cbd9daa10e825a22f8df3
--- /dev/null
+++ b/experiments/steel-plates/stage1/omp_with_params.json
@@ -0,0 +1,39 @@
+{
+ "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": 5,
+ "extracted_forest_size_stop": 0.4,
+ "models_dir": "models/steel/stage1",
+ "dev_size": 0.2,
+ "test_size": 0.2,
+ "random_seed_number": 1,
+ "seeds": [
+ 1,
+ 2,
+ 3,
+ 4,
+ 5
+ ],
+ "subsets_used": "train,dev",
+ "normalize_weights": false,
+ "verbose": false,
+ "skip_best_hyperparams": false,
+ "save_experiment_configuration": [
+ "1",
+ "omp_with_params"
+ ],
+ "job_number": -1,
+ "extraction_strategy": "omp",
+ "extracted_forest_size": [
+ 7,
+ 13,
+ 20,
+ 27,
+ 33
+ ]
+}
\ No newline at end of file
diff --git a/experiments/wine/stage1/params.json b/experiments/wine/stage1/params.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ede59c2abaa9ee572d84cd256eedb226ac80773
--- /dev/null
+++ b/experiments/wine/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "accuracy",
+ "best_score_train": 0.9846607669616517,
+ "best_score_test": 0.9796296296296295,
+ "best_parameters": {
+ "max_depth": 20,
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_features": "log2"
+ },
+ "random_seed": [
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+ 1273,
+ 255,
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+ 448,
+ 1217,
+ 1213,
+ 1160
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\ No newline at end of file