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training_logs/gridsearch_log.csv
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params,cv_recall,cv_recall_std,rank_test_score,model,cv_folds,scoring_metric,dataset
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"{'estimator__max_depth': 2, 'learning_rate': 1.0, 'n_estimators': 200}",0.7281241452842871,0.1093003385875369,1,DecisionTreeClassifier,5,recall,engine_data
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"{'estimator__max_depth': 2, 'learning_rate': 1.0, 'n_estimators': 50}",0.7281241452842871,0.1093003385875369,1,DecisionTreeClassifier,5,recall,engine_data
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| 4 |
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"{'estimator__max_depth': 2, 'learning_rate': 1.0, 'n_estimators': 100}",0.7281241452842871,0.1093003385875369,1,DecisionTreeClassifier,5,recall,engine_data
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| 5 |
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"{'estimator__max_depth': 3, 'learning_rate': 1.0, 'n_estimators': 100}",0.6665296031028596,0.061824532125193676,4,DecisionTreeClassifier,5,recall,engine_data
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| 6 |
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"{'estimator__max_depth': 3, 'learning_rate': 1.0, 'n_estimators': 50}",0.6665296031028596,0.061824532125193676,4,DecisionTreeClassifier,5,recall,engine_data
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| 7 |
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"{'estimator__max_depth': 3, 'learning_rate': 1.0, 'n_estimators': 200}",0.6665296031028596,0.061824532125193676,4,DecisionTreeClassifier,5,recall,engine_data
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| 8 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.5, 'n_estimators': 50}",0.6385236693476732,0.03493640117663443,7,DecisionTreeClassifier,5,recall,engine_data
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| 9 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.5, 'n_estimators': 100}",0.6385236693476732,0.03493640117663443,7,DecisionTreeClassifier,5,recall,engine_data
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| 10 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.5, 'n_estimators': 200}",0.6385236693476732,0.03493640117663443,7,DecisionTreeClassifier,5,recall,engine_data
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| 11 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.5, 'n_estimators': 100}",0.6312190209819025,0.05469104754592771,10,DecisionTreeClassifier,5,recall,engine_data
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| 12 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.5, 'n_estimators': 200}",0.6312190209819025,0.05469104754592771,10,DecisionTreeClassifier,5,recall,engine_data
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| 13 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.5, 'n_estimators': 50}",0.6312190209819025,0.05469104754592771,10,DecisionTreeClassifier,5,recall,engine_data
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| 14 |
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"{'estimator__max_depth': 1, 'learning_rate': 0.5, 'n_estimators': 200}",0.6292910656292896,0.05483011287986533,13,DecisionTreeClassifier,5,recall,engine_data
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"{'estimator__max_depth': 1, 'learning_rate': 0.5, 'n_estimators': 50}",0.6292910656292896,0.05483011287986533,13,DecisionTreeClassifier,5,recall,engine_data
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| 16 |
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"{'estimator__max_depth': 1, 'learning_rate': 0.5, 'n_estimators': 100}",0.6292910656292896,0.05483011287986533,13,DecisionTreeClassifier,5,recall,engine_data
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| 17 |
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"{'estimator__max_depth': 1, 'learning_rate': 1.0, 'n_estimators': 200}",0.6257340575399125,0.11134939435808927,16,DecisionTreeClassifier,5,recall,engine_data
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| 18 |
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"{'estimator__max_depth': 1, 'learning_rate': 1.0, 'n_estimators': 50}",0.6257340575399125,0.11134939435808927,16,DecisionTreeClassifier,5,recall,engine_data
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| 19 |
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"{'estimator__max_depth': 1, 'learning_rate': 1.0, 'n_estimators': 100}",0.6257340575399125,0.11134939435808927,16,DecisionTreeClassifier,5,recall,engine_data
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| 20 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.01, 'n_estimators': 100}",0.6053388344188706,0.013829885963177179,19,DecisionTreeClassifier,5,recall,engine_data
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| 21 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.01, 'n_estimators': 50}",0.6006711530388605,0.019190274442952387,20,DecisionTreeClassifier,5,recall,engine_data
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| 22 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.1, 'n_estimators': 50}",0.5997595592950575,0.02652070604042914,21,DecisionTreeClassifier,5,recall,engine_data
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| 23 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.1, 'n_estimators': 100}",0.5975271899394005,0.028613045863027115,22,DecisionTreeClassifier,5,recall,engine_data
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| 24 |
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"{'estimator__max_depth': 3, 'learning_rate': 0.1, 'n_estimators': 200}",0.5975271899394005,0.028613045863027115,22,DecisionTreeClassifier,5,recall,engine_data
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"{'estimator__max_depth': 3, 'learning_rate': 0.01, 'n_estimators': 200}",0.595800322956988,0.019702214546586938,24,DecisionTreeClassifier,5,recall,engine_data
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| 26 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.1, 'n_estimators': 200}",0.5441314800650036,0.0712790598342168,25,DecisionTreeClassifier,5,recall,engine_data
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| 27 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.1, 'n_estimators': 50}",0.5441314800650036,0.0712790598342168,25,DecisionTreeClassifier,5,recall,engine_data
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| 28 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.1, 'n_estimators': 100}",0.5441314800650036,0.0712790598342168,25,DecisionTreeClassifier,5,recall,engine_data
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| 29 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.01, 'n_estimators': 50}",0.4412395470360841,0.11145674963915918,28,DecisionTreeClassifier,5,recall,engine_data
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| 30 |
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"{'estimator__max_depth': 1, 'learning_rate': 0.1, 'n_estimators': 100}",0.4338321396286767,0.04430255497758993,29,DecisionTreeClassifier,5,recall,engine_data
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| 31 |
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"{'estimator__max_depth': 1, 'learning_rate': 0.1, 'n_estimators': 200}",0.4338321396286767,0.04430255497758993,29,DecisionTreeClassifier,5,recall,engine_data
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| 32 |
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"{'estimator__max_depth': 1, 'learning_rate': 0.1, 'n_estimators': 50}",0.4338321396286767,0.04430255497758993,29,DecisionTreeClassifier,5,recall,engine_data
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| 33 |
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"{'estimator__max_depth': 1, 'learning_rate': 0.01, 'n_estimators': 50}",0.4155672994460283,0.06571165557238892,32,DecisionTreeClassifier,5,recall,engine_data
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| 34 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.01, 'n_estimators': 100}",0.4155672994460283,0.06571165557238892,32,DecisionTreeClassifier,5,recall,engine_data
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| 35 |
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"{'estimator__max_depth': 2, 'learning_rate': 0.01, 'n_estimators': 200}",0.4092760767164494,0.015220105726548437,34,DecisionTreeClassifier,5,recall,engine_data
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"{'estimator__max_depth': 1, 'learning_rate': 0.01, 'n_estimators': 200}",0.3960848032512033,0.04106598105917609,35,DecisionTreeClassifier,5,recall,engine_data
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| 37 |
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"{'estimator__max_depth': 1, 'learning_rate': 0.01, 'n_estimators': 100}",0.3960848032512033,0.04106598105917609,35,DecisionTreeClassifier,5,recall,engine_data
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