experiments/california_housing/stage1/random_wo_params.json

-{
-    "experiment_id": 5,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage1",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": true,
-    "save_experiment_configuration": [
-        "1",
-        "random_wo_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "random",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage1/random_wo_params_5.json

-{
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.1,
-    "models_dir": ".\\models",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": true,
-    "save_experiment_configuration": [
-        "1",
-        "random_wo_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "random",
-    "extracted_forest_size": [
-        16,
-        33,
-        50,
-        66,
-        83
-    ],
-    "experiment_id": 5
-}
\ No newline at end of file

experiments/california_housing/stage2/no_normalization.json

-{
-    "experiment_id": 1,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage2",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "2",
-        "no_normalization"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage2/normalize_D.json

-{
-    "experiment_id": 2,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage2",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "2",
-        "normalize_D"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage2/normalize_D_and_weights.json

-{
-    "experiment_id": 4,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage2",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": true,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "2",
-        "normalize_D_and_weights"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage2/normalize_weights.json

-{
-    "experiment_id": 3,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage2",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": true,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "2",
-        "normalize_weights"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage3/train-dev_subset.json

-{
-    "experiment_id": 1,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage3",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "3",
-        "train-dev_subset"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage3/train-dev_train-dev_subset.json

-{
-    "experiment_id": 2,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage3",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train+dev,train+dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "3",
-        "train-dev_train-dev_subset"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage3/train-train-dev_subset.json

-{
-    "experiment_id": 3,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "california_housing",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/california_housing/stage3",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,train+dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "3",
-        "train-train-dev_subset"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        8,
-        17,
-        25,
-        33,
-        42
-    ]
-}
\ No newline at end of file

experiments/california_housing/stage4/none_with_params.json

@@ -7,7 +7,7 @@
     "dataset_normalizer": "standard",
     "forest_size": null,
     "extracted_forest_size_samples": 30,
-    "extracted_forest_size_stop": 0.4,
+    "extracted_forest_size_stop": 1.0,
     "models_dir": "models/california_housing/stage4",
     "dev_size": 0.2,
     "test_size": 0.2,
@@ -15,7 +15,11 @@
     "seeds": [
         1,
         2,
-        3
+        3,
+        4,
+        5,
+        6,
+        7
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -28,35 +32,35 @@
     "job_number": -1,
     "extraction_strategy": "none",
     "extracted_forest_size": [
-        13,
-        26,
-        39,
-        52,
-        65,
-        77,
-        90,
-        103,
-        116,
-        129,
-        142,
-        155,
-        168,
-        181,
-        194,
-        206,
-        219,
-        232,
-        245,
-        258,
-        271,
-        284,
-        297,
-        310,
-        323,
-        335,
-        348,
-        361,
-        374,
-        387
+        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

experiments/california_housing/stage4/omp_with_params.json

@@ -7,7 +7,7 @@
     "dataset_normalizer": "standard",
     "forest_size": null,
     "extracted_forest_size_samples": 30,
-    "extracted_forest_size_stop": 0.4,
+    "extracted_forest_size_stop": 1.0,
     "models_dir": "models/california_housing/stage4",
     "dev_size": 0.2,
     "test_size": 0.2,
@@ -15,7 +15,11 @@
     "seeds": [
         1,
         2,
-        3
+        3,
+        4,
+        5,
+        6,
+        7
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -28,35 +32,35 @@
     "job_number": -1,
     "extraction_strategy": "omp",
     "extracted_forest_size": [
-        13,
-        26,
-        39,
-        52,
-        65,
-        77,
-        90,
-        103,
-        116,
-        129,
-        142,
-        155,
-        168,
-        181,
-        194,
-        206,
-        219,
-        232,
-        245,
-        258,
-        271,
-        284,
-        297,
-        310,
-        323,
-        335,
-        348,
-        361,
-        374,
-        387
+        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

experiments/california_housing/stage4/random_with_params.json

@@ -7,7 +7,7 @@
     "dataset_normalizer": "standard",
     "forest_size": null,
     "extracted_forest_size_samples": 30,
-    "extracted_forest_size_stop": 0.4,
+    "extracted_forest_size_stop": 1.0,
     "models_dir": "models/california_housing/stage4",
     "dev_size": 0.2,
     "test_size": 0.2,
@@ -15,7 +15,11 @@
     "seeds": [
         1,
         2,
-        3
+        3,
+        4,
+        5,
+        6,
+        7
     ],
     "subsets_used": "train+dev,train+dev",
     "normalize_weights": false,
@@ -28,35 +32,35 @@
     "job_number": -1,
     "extraction_strategy": "random",
     "extracted_forest_size": [
-        13,
-        26,
-        39,
-        52,
-        65,
-        77,
-        90,
-        103,
-        116,
-        129,
-        142,
-        155,
-        168,
-        181,
-        194,
-        206,
-        219,
-        232,
-        245,
-        258,
-        271,
-        284,
-        297,
-        310,
-        323,
-        335,
-        348,
-        361,
-        374,
-        387
+        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

experiments/diabetes/stage1/none_with_params.json

-{
-    "experiment_id": 1,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage1",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "1",
-        "none_with_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "none",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file

experiments/diabetes/stage1/none_wo_params.json

-{
-    "experiment_id": 4,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage1",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": true,
-    "save_experiment_configuration": [
-        "1",
-        "none_wo_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "none",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file

experiments/diabetes/stage1/omp_with_params.json

-{
-    "experiment_id": 3,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage1",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "1",
-        "omp_with_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file

experiments/diabetes/stage1/omp_wo_params.json

-{
-    "experiment_id": 6,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage1",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": true,
-    "save_experiment_configuration": [
-        "1",
-        "omp_wo_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file

experiments/diabetes/stage1/random_with_params.json

-{
-    "experiment_id": 2,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage1",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "1",
-        "random_with_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "random",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file

experiments/diabetes/stage1/random_wo_params.json

-{
-    "experiment_id": 5,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage1",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": true,
-    "save_experiment_configuration": [
-        "1",
-        "random_wo_params"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "random",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file

experiments/diabetes/stage2/no_normalization.json

-{
-    "experiment_id": 1,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": false,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage2",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "2",
-        "no_normalization"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file

experiments/diabetes/stage2/normalize_D.json

-{
-    "experiment_id": 2,
-    "experiment_configuration": null,
-    "experiment_configuration_path": "experiments",
-    "dataset_name": "diabetes",
-    "normalize_D": true,
-    "dataset_normalizer": "standard",
-    "forest_size": null,
-    "extracted_forest_size_samples": 5,
-    "extracted_forest_size_stop": 0.05,
-    "models_dir": "models/diabetes/stage2",
-    "dev_size": 0.2,
-    "test_size": 0.2,
-    "random_seed_number": 1,
-    "seeds": [
-        1,
-        2,
-        3,
-        4,
-        5
-    ],
-    "subsets_used": "train,dev",
-    "normalize_weights": false,
-    "verbose": false,
-    "skip_best_hyperparams": false,
-    "save_experiment_configuration": [
-        "2",
-        "normalize_D"
-    ],
-    "job_number": -1,
-    "extraction_strategy": "omp",
-    "extracted_forest_size": [
-        1,
-        2,
-        3,
-        4
-    ]
-}
\ No newline at end of file