experiments/20newsgroups_vectorized/stage1/omp_with_params.json

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\ No newline at end of file

experiments/20newsgroups_vectorized/stage1/omp_wo_params.json

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\ No newline at end of file

experiments/20newsgroups_vectorized/stage1/random_with_params.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage1/random_wo_params.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage2/no_normalization.json

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+    "experiment_configuration_path": "experiments",
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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage2/normalize_D.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage2/normalize_D_and_weights.json

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+    "experiment_configuration_path": "experiments",
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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage2/normalize_weights.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage3/train-dev_subset.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage3/train-dev_train-dev_subset.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage3/train-train-dev_subset.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage4/none_with_params.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage4/omp_with_params.json

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+}
\ No newline at end of file

experiments/20newsgroups_vectorized/stage4/random_with_params.json

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+    "experiment_configuration_path": "experiments",
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+}
\ No newline at end of file

experiments/boston/stage1/none_with_params.json

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+    "experiment_configuration_path": "experiments",
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+}
\ No newline at end of file

experiments/boston/stage1/none_wo_params.json

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+    "experiment_configuration_path": "experiments",
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+}
\ No newline at end of file

experiments/boston/stage1/omp_with_params.json

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+    "experiment_configuration_path": "experiments",
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\ No newline at end of file

experiments/boston/stage1/omp_wo_params.json

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+}
\ No newline at end of file

experiments/boston/stage1/params.json

 {
     "scorer": "neg_mean_squared_error",
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-    "best_score_test": -7.312532120669678,
+    "best_score_train": -13.33228274304088,
+    "best_score_test": -13.650326577972058,
     "best_parameters": {
-        "max_depth": 20,
         "max_features": "auto",
         "min_samples_leaf": 1,
+        "max_depth": 20,
         "n_estimators": 1000
     },
-    "random_seed": 289
+    "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

experiments/boston/stage1/random_with_params.json

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