# | mean_fit_time | std_fit_time | mean_score_time | std_score_time | param_gamma | param_learning_rate | param_max_bin | param_max_depth | param_max_leaves | param_min_child_weight | param_n_estimators | param_num_parallel_tree | param_scale_pos_weight | params | split0_test_f1 | split1_test_f1 | split2_test_f1 | split3_test_f1 | split4_test_f1 | mean_test_f1 | std_test_f1 | rank_test_f1 | split0_train_f1 | split1_train_f1 | split2_train_f1 | split3_train_f1 | split4_train_f1 | mean_train_f1 | std_train_f1 | split0_test_recall | split1_test_recall | split2_test_recall | split3_test_recall | split4_test_recall | mean_test_recall | std_test_recall | rank_test_recall | split0_train_recall | split1_train_recall | split2_train_recall | split3_train_recall | split4_train_recall | mean_train_recall | std_train_recall | split0_test_specificity | split1_test_specificity | split2_test_specificity | split3_test_specificity | split4_test_specificity | mean_test_specificity | std_test_specificity | rank_test_specificity | split0_train_specificity | split1_train_specificity | split2_train_specificity | split3_train_specificity | split4_train_specificity | mean_train_specificity | std_train_specificity | split0_test_precision | split1_test_precision | split2_test_precision | split3_test_precision | split4_test_precision | mean_test_precision | std_test_precision | rank_test_precision | split0_train_precision | split1_train_precision | split2_train_precision | split3_train_precision | split4_train_precision | mean_train_precision | std_train_precision | split0_test_balanced_accuracy_score | split1_test_balanced_accuracy_score | split2_test_balanced_accuracy_score | split3_test_balanced_accuracy_score | split4_test_balanced_accuracy_score | mean_test_balanced_accuracy_score | std_test_balanced_accuracy_score | rank_test_balanced_accuracy_score | split0_train_balanced_accuracy_score | split1_train_balanced_accuracy_score | split2_train_balanced_accuracy_score | split3_train_balanced_accuracy_score | split4_train_balanced_accuracy_score | mean_train_balanced_accuracy_score | std_train_balanced_accuracy_score | |
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1 | 0 | 0.013912010192871093 | 0.0021275299955503487 | 0.012961149215698242 | 0.0019752115744142485 | 0 | 0.2 | 2 | 2 | 3 | 1 | 30 | 1 | 3.8 | {'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 2, 'max_leaves': 3, 'min_child_weight': 1, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8} | 0.5652173913043478 | 0.5 | 0.5405405405405406 | 0.47368421052631576 | 0.5945945945945946 | 0.5348073473931597 | 0.04354249532413614 | 1 | 0.6025641025641025 | 0.6415094339622641 | 0.5903614457831325 | 0.6486486486486487 | 0.6133333333333333 | 0.6192833928582961 | 0.022395231857244926 | 0.9285714285714286 | 0.7692307692307693 | 0.7692307692307693 | 0.6923076923076923 | 0.7857142857142857 | 0.7890109890109891 | 0.07697015827620862 | 1 | 0.8867924528301887 | 0.9444444444444444 | 0.9074074074074074 | 0.8888888888888888 | 0.8679245283018868 | 0.8990915443745632 | 0.025895110910673428 | 0.62 | 0.66 | 0.72 | 0.68 | 0.7551020408163265 | 0.6870204081632654 | 0.04689112044061851 | 1 | 0.7185929648241206 | 0.7286432160804021 | 0.6834170854271356 | 0.7688442211055276 | 0.745 | 0.7288994974874372 | 0.028389248769931694 | 0.40625 | 0.37037037037037035 | 0.4166666666666667 | 0.36 | 0.4782608695652174 | 0.40630958132045086 | 0.04176233914108228 | 1 | 0.4563106796116505 | 0.4857142857142857 | 0.4375 | 0.5106382978723404 | 0.4742268041237113 | 0.4728780134643976 | 0.024974020852718548 | 0.7742857142857142 | 0.7146153846153847 | 0.7446153846153847 | 0.6861538461538461 | 0.7704081632653061 | 0.7380156985871272 | 0.03360228591677046 | 1 | 0.8026927088271547 | 0.8365438302624233 | 0.7954122464172715 | 0.8288665549972083 | 0.8064622641509434 | 0.8139955209310002 | 0.015870825553357778 |