63 lines
1.3 KiB
JSON
63 lines
1.3 KiB
JSON
{
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"id": "opt_20250409_4f2e44",
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"run_id": "d53081f449934631b6fc1caecfabeb46",
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"experiment_id": "670583721104894053",
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"task_id": "opt_20250409_4f2e44",
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"method": "GridSearchCV",
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"original_model": "regression",
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"parameters": {
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"n_estimators": [
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50,
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100,
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200
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],
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"max_depth": [
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null,
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10,
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20,
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30
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],
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"min_samples_split": [
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2,
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5,
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10
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],
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"min_samples_leaf": [
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1,
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2,
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4
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],
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"max_features": [
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"sqrt",
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"log2",
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0.5
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],
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"bootstrap": [
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true,
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false
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],
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"criterion": [
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"squared_error",
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"absolute_error"
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],
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"scoring": "r2"
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},
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"best_params": {},
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"best_score": 0.44047721374381793,
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"cv_results_summary": {
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"mean_fit_time": 12.824286890029907,
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"mean_score_time": 0.06628308296203614,
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"param_combinations": 1,
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"score_range": [
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0.44047721374381793,
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0.44047721374381793
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]
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},
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"cv_results_file": "optimized_models/opt_20250409_4f2e44/cv_results.csv",
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"optimized_model_id": "ef413c6fd25f4042a793d4c452af3e1b",
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"execution_time": "0:00:35.246054",
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"experiment_name": "test_FDD001_1",
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"status": "completed",
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"start_time": "2025-04-09T14:09:24.775627",
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"end_time": "2025-04-09T14:10:00.021681"
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} |