ML_BreastCancerTreatment / Git / [e6e569] /XGBClassification/output/output6.csv

Models:

joseph-gordon/

ML_BreastCancerTreatment

Downloads: 1

[e6e569]: / XGBClassification / output / output6.csv

History

Download this file

#		mean_fit_time	std_fit_time	mean_score_time	std_score_time	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
1	0	0.02239842414855957	0.003270540113942226	0.031083345413208008	0.003088623700392911	0.2	2	1	1	0.0	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
2	1	0.026871442794799805	0.0011759388461303445	0.029976367950439453	0.002362775296915238	0.2	2	1	1	0.0	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
3	2	0.03375167846679687	0.004444069829823249	0.030161094665527344	0.002524236118385821	0.2	2	1	1	0.0	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
4	3	0.024029064178466796	0.00635946297476883	0.024880647659301758	0.003535644728464527	0.2	2	1	1	0.0	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
5	4	0.0358119010925293	0.0012146125879175383	0.02293057441711426	0.0005625263618129891	0.2	2	1	1	0.0	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
6	5	0.043343400955200194	0.004787922474435894	0.02425827980041504	0.0026959775842843	0.2	2	1	1	0.0	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
7	6	0.03878045082092285	0.0022709425352934382	0.023781442642211915	0.003009552594491546	0.2	2	1	1	0.0	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
8	7	0.04197835922241211	0.0068333505530937845	0.02969226837158203	0.004368192576336883	0.2	2	1	1	0.0	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
9	8	0.04240107536315918	0.0054618097554717596	0.030102872848510744	0.002719721141662163	0.2	2	1	1	0.0	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
10	9	0.04722285270690918	0.00661717092155941	0.03095402717590332	0.001972579184917284	0.2	2	1	1	0.0	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
11	10	0.05209226608276367	0.0035214061722281995	0.02878680229187012	0.004162765883573879	0.2	2	1	1	0.0	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
12	11	0.060280799865722656	0.008497862610953767	0.030698776245117188	0.0047471826411177	0.2	2	1	1	0.0	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
13	12	0.03302545547485351	0.004790664100711031	0.030464601516723634	0.003434799107498078	0.2	2	1	1	0.001	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
14	13	0.03907585144042969	0.008993328873671156	0.036493110656738284	0.00939429373726154	0.2	2	1	1	0.001	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
15	14	0.036467790603637695	0.005392713105397713	0.028678417205810547	0.004125417600487265	0.2	2	1	1	0.001	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
16	15	0.04116077423095703	0.011629771505708968	0.028747367858886718	0.0022041806762057984	0.2	2	1	1	0.001	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
17	16	0.04414291381835937	0.00804996963784872	0.030489587783813478	0.0029931648436258176	0.2	2	1	1	0.001	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
18	17	0.04319729804992676	0.003687140822448275	0.03204507827758789	0.006294960724972709	0.2	2	1	1	0.001	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
19	18	0.046099853515625	0.005651457361598507	0.027908802032470703	0.0012726697728511981	0.2	2	1	1	0.001	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
20	19	0.04793815612792969	0.00941008497201145	0.026498126983642577	0.0014573573793130981	0.2	2	1	1	0.001	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
21	20	0.0476470947265625	0.005765346838011672	0.025719738006591795	0.0010875231412560485	0.2	2	1	1	0.001	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
22	21	0.045418596267700194	0.005998371013316696	0.028049278259277343	0.0037389969457828	0.2	2	1	1	0.001	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
23	22	0.04914779663085937	0.003603466435108371	0.02562251091003418	0.0009426921632020688	0.2	2	1	1	0.001	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
24	23	0.04585652351379395	0.002151668526108565	0.025284624099731444	0.0015134767127858663	0.2	2	1	1	0.001	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.001, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
25	24	0.03043079376220703	0.001483815161778551	0.02579660415649414	0.001409148500297255	0.2	2	1	1	0.005	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
26	25	0.03163223266601563	0.005379185224275625	0.025879716873168944	0.0021331412232090184	0.2	2	1	1	0.005	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
27	26	0.03568143844604492	0.0023647337579809106	0.02692885398864746	0.0024870780161498204	0.2	2	1	1	0.005	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
28	27	0.03346705436706543	0.0021585454712845556	0.02792987823486328	0.0014443230698844651	0.2	2	1	1	0.005	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
29	28	0.041916179656982425	0.0038900915074561544	0.02778630256652832	0.0018301860877514842	0.2	2	1	1	0.005	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
30	29	0.042000341415405276	0.0025208414432923406	0.02633390426635742	0.0011968625836156163	0.2	2	1	1	0.005	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
31	30	0.043548870086669925	0.002911997361845175	0.02524714469909668	0.0014412318853379716	0.2	2	1	1	0.005	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
32	31	0.04036636352539062	0.002962874402345275	0.026839733123779297	0.00208182673968537	0.2	2	1	1	0.005	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
33	32	0.04061102867126465	0.006769934594676057	0.024554681777954102	0.0013257681745569947	0.2	2	1	1	0.005	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
34	33	0.03903851509094238	0.002218596713892328	0.028400945663452148	0.003078722238804592	0.2	2	1	1	0.005	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
35	34	0.053758859634399414	0.014354296006528766	0.026772212982177735	0.0024579877922273874	0.2	2	1	1	0.005	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
36	35	0.046879243850708005	0.005352902848172467	0.026302146911621093	0.00424249145460402	0.2	2	1	1	0.005	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.005, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
37	36	0.029151773452758788	0.0015894793631279186	0.023375320434570312	0.0027319361539121117	0.2	2	1	1	0.01	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
38	37	0.030421113967895506	0.005113206883823346	0.02630748748779297	0.003238995414208081	0.2	2	1	1	0.01	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
39	38	0.035071277618408205	0.003249070555431754	0.029212379455566408	0.002048083053339392	0.2	2	1	1	0.01	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
40	39	0.03264961242675781	0.004381515649799222	0.02841029167175293	0.0020320344001897575	0.2	2	1	1	0.01	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
41	40	0.04183716773986816	0.0023263181964963543	0.025505876541137694	0.0020337293887852485	0.2	2	1	1	0.01	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
42	41	0.04302263259887695	0.003319346521820884	0.02645401954650879	0.003628205846647528	0.2	2	1	1	0.01	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
43	42	0.045413541793823245	0.002258232453358075	0.02710886001586914	0.0021160753833773293	0.2	2	1	1	0.01	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
44	43	0.042998647689819335	0.0030958972091259035	0.02833709716796875	0.001400427689376254	0.2	2	1	1	0.01	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
45	44	0.042255306243896486	0.0027975596966897075	0.02581925392150879	0.0017939865792622372	0.2	2	1	1	0.01	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
46	45	0.044460630416870116	0.0025503570195129217	0.025769567489624022	0.0005992466389886449	0.2	2	1	1	0.01	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
47	46	0.046277761459350586	0.0016522053650097914	0.025306892395019532	0.0015717028508230137	0.2	2	1	1	0.01	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
48	47	0.046771240234375	0.001686301446791101	0.025792264938354494	0.002790954407390468	0.2	2	1	1	0.01	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 0.01, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
49	48	0.02988734245300293	0.001222004286387478	0.02860679626464844	0.002946009347545241	0.2	2	1	1	1.0	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
50	49	0.030619001388549803	0.0033042634772336298	0.027049875259399413	0.0017459029729559072	0.2	2	1	1	1.0	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
51	50	0.04480924606323242	0.020007770404226622	0.02579216957092285	0.001470973860247484	0.2	2	1	1	1.0	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
52	51	0.03408126831054688	0.0004894286045601301	0.026792001724243165	0.0014710318087360421	0.2	2	1	1	1.0	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
53	52	0.04124889373779297	0.004198960966076988	0.026848316192626953	0.0012036770831273067	0.2	2	1	1	1.0	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
54	53	0.040598583221435544	0.0017558685944207776	0.026749944686889647	0.001332862032895859	0.2	2	1	1	1.0	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
55	54	0.04549407958984375	0.005442233531083047	0.036981725692749025	0.02059863839732578	0.2	2	1	1	1.0	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
56	55	0.042664289474487305	0.0032380016760073203	0.026772546768188476	0.0021384782726387905	0.2	2	1	1	1.0	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
57	56	0.04159255027770996	0.00272049920794159	0.027443599700927735	0.002462684787317715	0.2	2	1	1	1.0	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
58	57	0.042339754104614255	0.0023260753006261637	0.025650548934936523	0.0011764223508300984	0.2	2	1	1	1.0	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
59	58	0.04582085609436035	0.000993278384482451	0.027509403228759766	0.0025234302984124897	0.2	2	1	1	1.0	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
60	59	0.04835033416748047	0.00201816054893256	0.028312063217163085	0.0015434158935195635	0.2	2	1	1	1.0	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 1, 'min_child_weight': 1, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.358974358974359	0.34210526315789475	0.34210526315789475	0.34210526315789475	0.36363636363636365	0.3497853024168814	0.009520920820814502	34561	0.3475409836065574	0.3517915309446254	0.3517915309446254	0.3517915309446254	0.3464052287581699	0.3498641610397207	0.002387703087291649	1.0	1.0	1.0	1.0	1.0	1.0	0.0	1	1.0	1.0	1.0	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	34561	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.21875	0.20634920634920634	0.20634920634920634	0.20634920634920634	0.2222222222222222	0.21200396825396828	0.007012141685346149	34561	0.21031746031746032	0.2134387351778656	0.2134387351778656	0.2134387351778656	0.20948616600790515	0.2120239663717925	0.0017525584683160604	0.5	0.5	0.5	0.5	0.5	0.5	0.0	34561	0.5	0.5	0.5	0.5	0.5	0.5	0.0
61	60	0.030460357666015625	0.002726682407802722	0.029438018798828125	0.0018035424826296379	0.2	2	1	2	0.0	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5652173913043478	0.5555555555555556	0.65	0.4864864864864865	0.5405405405405406	0.5595599947773862	0.05278051433439935	9349	0.5584415584415584	0.5595238095238095	0.5569620253164557	0.5974025974025974	0.5786163522012578	0.5701892685771357	0.015737227701825878	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8113207547169812	0.8703703703703703	0.8148148148148148	0.8518518518518519	0.8679245283018868	0.843256464011181	0.02548087495817064	0.62	0.74	0.72	0.7	0.7346938775510204	0.7029387755102041	0.043727527101422796	28525	0.7085427135678392	0.6633165829145728	0.6984924623115578	0.7286432160804021	0.7	0.6997989949748744	0.021171469133603363	0.40625	0.43478260869565216	0.48148148148148145	0.375	0.43478260869565216	0.42645933977455713	0.03527738865970498	19473	0.42574257425742573	0.41228070175438597	0.4230769230769231	0.46	0.4339622641509434	0.4310124926479356	0.016066126034266187	0.7742857142857142	0.7546153846153847	0.86	0.6961538461538461	0.7244897959183674	0.7619089481946625	0.055771249321329916	5633	0.7599317341424101	0.7668434766424717	0.7566536385631863	0.790247533966127	0.7839622641509434	0.7715277294930278	0.013286810344086736
62	61	0.031308460235595706	0.0021195838492680022	0.028917551040649414	0.002458364521003617	0.2	2	1	2	0.0	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5531914893617021	0.5263157894736842	0.6046511627906976	0.47368421052631576	0.5405405405405406	0.539676638538588	0.042281436030291275	19619	0.5696969696969697	0.5581395348837209	0.5521472392638037	0.6075949367088608	0.573170731707317	0.5721498824521345	0.019286297513809926	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8867924528301887	0.8888888888888888	0.8333333333333334	0.8888888888888888	0.8867924528301887	0.8769392033542978	0.021823083739493654	0.6	0.7	0.66	0.68	0.7346938775510204	0.6749387755102041	0.04486276914075962	34041	0.6733668341708543	0.6482412060301508	0.678391959798995	0.7185929648241206	0.68	0.6797185929648242	0.022557600319816393	0.3939393939393939	0.4	0.43333333333333335	0.36	0.43478260869565216	0.4044110671936759	0.027786271270799207	31655	0.41964285714285715	0.4067796610169492	0.41284403669724773	0.46153846153846156	0.42342342342342343	0.4248456879637878	0.01921391620853918	0.7642857142857142	0.7346153846153847	0.8300000000000001	0.6861538461538461	0.7244897959183674	0.7479089481946625	0.048054151554586595	14305	0.7800796435005215	0.7685650474595198	0.7558626465661642	0.8037409268565048	0.7833962264150944	0.7783288981595609	0.015966085109024163
63	62	0.03696870803833008	0.0011241044870006032	0.0281343936920166	0.00217284551935916	0.2	2	1	2	0.0	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5909090909090909	0.5555555555555556	0.6190476190476191	0.5263157894736842	0.5405405405405406	0.566473719105298	0.03395731941247115	5973	0.5789473684210527	0.5575757575757576	0.575	0.6064516129032258	0.5838509316770186	0.5803651341154109	0.015765821049943275	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8301886792452831	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.8867924528301887	0.8582110412299091	0.019135713859169585	0.66	0.74	0.68	0.7	0.7346938775510204	0.7029387755102041	0.030856063041251124	28525	0.7236180904522613	0.6733668341708543	0.6984924623115578	0.7286432160804021	0.695	0.703824120603015	0.020207556626532692	0.43333333333333335	0.43478260869565216	0.4482758620689655	0.4	0.43478260869565216	0.43023488255872067	0.016066045488946322	16593	0.4444444444444444	0.4144144144144144	0.4339622641509434	0.46534653465346537	0.4351851851851852	0.43867056856969056	0.016538572195693737	0.7942857142857143	0.7546153846153847	0.8400000000000001	0.7346153846153847	0.7244897959183674	0.7696012558869703	0.042541596129037115	2065	0.7769033848487722	0.7626093430113531	0.7751721570817048	0.7995067932253862	0.7908962264150943	0.7810175809164621	0.012879420954022367
64	63	0.03631834983825684	0.0017252994014477548	0.02772035598754883	0.001988050262295333	0.2	2	1	2	0.0	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5263157894736842	0.5577808156755525	0.039550594020907756	10101	0.5660377358490566	0.5647058823529412	0.5696969696969697	0.6025641025641025	0.5853658536585366	0.5776741088243214	0.014462984128115643	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8490566037735849	0.8888888888888888	0.8703703703703703	0.8703703703703703	0.9056603773584906	0.876869322152341	0.0191385208235257	0.66	0.7	0.68	0.7	0.7142857142857143	0.690857142857143	0.018900383324047098	32729	0.6934673366834171	0.6582914572864321	0.678391959798995	0.7236180904522613	0.685	0.6877537688442211	0.02136421744709102	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4166666666666667	0.419655172413793	0.018909356066831067	25327	0.42452830188679247	0.41379310344827586	0.42342342342342343	0.46078431372549017	0.43243243243243246	0.43099231498328283	0.01602823502139556	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7142857142857143	0.7635604395604396	0.0466705043246395	4753	0.7712619702285011	0.7735901730876604	0.7743811650846827	0.7969942304113158	0.7953301886792453	0.782311545498281	0.011367609162883617
65	64	0.042102813720703125	0.0056399083100215665	0.025768327713012695	0.0029657475127329806	0.2	2	1	2	0.0	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.574314648409642	0.03807168598465695	1321	0.5960264900662252	0.5575757575757576	0.575	0.6064516129032258	0.6049382716049383	0.5879984264300294	0.018901989954419184	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7336683417085427	0.6733668341708543	0.6984924623115578	0.7286432160804021	0.7	0.7068341708542712	0.02205474913241946	0.46153846153846156	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4430304478130565	0.02386032101221359	6767	0.45918367346938777	0.4144144144144144	0.4339622641509434	0.46534653465346537	0.44954128440366975	0.4444896342183761	0.018394502557326	0.7885714285714285	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7724992150706436	0.04347170863485596	1281	0.7913624727410637	0.7626093430113531	0.7751721570817048	0.7995067932253862	0.8122641509433962	0.7881829834005809	0.01755866245416914
66	65	0.03705282211303711	0.002009706911525416	0.0235598087310791	0.002135979747321636	0.2	2	1	2	0.0	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5789473684210527	0.5683071314650262	0.0366748030608986	4833	0.5806451612903226	0.5680473372781065	0.573170731707317	0.6025641025641025	0.5975609756097561	0.584397661689921	0.013496301210643692	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.8888888888888888	0.8703703703703703	0.8703703703703703	0.9245283018867925	0.8806429070580013	0.02530876793052873	0.66	0.7	0.68	0.7	0.7346938775510204	0.6949387755102041	0.02480155306767964	31761	0.7135678391959799	0.6633165829145728	0.6834170854271356	0.7236180904522613	0.69	0.6947839195979899	0.021570948648830097	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4583333333333333	0.42798850574712644	0.024197791128968863	18143	0.4411764705882353	0.41739130434782606	0.42727272727272725	0.46078431372549017	0.44144144144144143	0.43761325147514407	0.0146976411786122	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7602040816326531	0.7727441130298274	0.04013040534372672	1121	0.7813122214847824	0.7761027359017308	0.776893727898753	0.7969942304113158	0.8072641509433962	0.7877134133279957	0.012338667571001707
67	66	0.0390416145324707	0.0044165031117066695	0.02562370300292969	0.0030004103382226927	0.2	2	1	2	0.0	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6190476190476191	0.5263157894736842	0.5555555555555556	0.5712949039264827	0.033534696221290045	3473	0.5960264900662252	0.5609756097560976	0.5786163522012578	0.6064516129032258	0.6049382716049383	0.5894016673063489	0.017322463822178915	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.68	0.7	0.7551020408163265	0.7190204081632652	0.026934569863422957	22609	0.7336683417085427	0.678391959798995	0.7035175879396985	0.7286432160804021	0.7	0.7088442211055277	0.020209753349589663	0.46153846153846156	0.43478260869565216	0.4482758620689655	0.4	0.45454545454545453	0.43982847736970676	0.021776315291257994	8863	0.45918367346938777	0.41818181818181815	0.4380952380952381	0.46534653465346537	0.44954128440366975	0.44606970976071586	0.016714966632689118	0.7885714285714285	0.7546153846153847	0.8400000000000001	0.7346153846153847	0.7346938775510203	0.7704992150706437	0.03994729417515518	1905	0.7913624727410637	0.7651219058254235	0.7776847198957753	0.7995067932253862	0.8122641509433962	0.7891880085262091	0.0164633952128216
68	67	0.037981700897216794	0.004354345027351999	0.027476024627685548	0.0015780880862130541	0.2	2	1	2	0.0	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5945945945945946	0.5714365766997347	0.03808951256107465	3313	0.5806451612903226	0.5764705882352941	0.5766871165644172	0.6064516129032258	0.6060606060606061	0.5892630170107732	0.013954739480706694	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.9074074074074074	0.8703703703703703	0.8703703703703703	0.9433962264150944	0.8881201956673654	0.03341710017257815	0.66	0.7	0.68	0.7	0.7551020408163265	0.6990204081632653	0.03172203304106191	30505	0.7135678391959799	0.6633165829145728	0.6884422110552764	0.7286432160804021	0.69	0.6967939698492461	0.022505032839758514	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4782608695652174	0.4319740129935032	0.029848772638664024	15069	0.4411764705882353	0.4224137931034483	0.43119266055045874	0.46534653465346537	0.44642857142857145	0.44131160606483577	0.014583550880617155	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7704081632653061	0.7747849293563579	0.03969792635069527	881	0.7813122214847824	0.7853619951609901	0.7794062907128234	0.7995067932253862	0.8166981132075471	0.7924570827583058	0.014015686560028369
69	68	0.04256834983825684	0.0037921267500879525	0.025673055648803712	0.0017715995797336914	0.2	2	1	2	0.0	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.574314648409642	0.03807168598465695	1321	0.5960264900662252	0.5609756097560976	0.5786163522012578	0.6064516129032258	0.6125	0.5909140129853613	0.018873524934070986	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7336683417085427	0.678391959798995	0.7035175879396985	0.7286432160804021	0.71	0.7108442211055277	0.019724534114374914	0.46153846153846156	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4430304478130565	0.02386032101221359	6767	0.45918367346938777	0.41818181818181815	0.4380952380952381	0.46534653465346537	0.45794392523364486	0.44775023792671087	0.017388357229318623	0.7885714285714285	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7724992150706436	0.04347170863485596	1281	0.7913624727410637	0.7651219058254235	0.7776847198957753	0.7995067932253862	0.8172641509433962	0.790188008526209	0.01792193256230844
70	69	0.03963112831115723	0.003088989331920823	0.02331695556640625	0.0005845479527622545	0.2	2	1	2	0.0	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5945945945945946	0.5714365766997347	0.03808951256107465	3313	0.5806451612903226	0.5833333333333334	0.5766871165644172	0.6025641025641025	0.6097560975609756	0.5905971622626303	0.0130810348775505	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.9074074074074074	0.8703703703703703	0.8703703703703703	0.9433962264150944	0.8881201956673654	0.03341710017257815	0.66	0.7	0.68	0.7	0.7551020408163265	0.6990204081632653	0.03172203304106191	30505	0.7135678391959799	0.6733668341708543	0.6884422110552764	0.7236180904522613	0.695	0.6987989949748743	0.01790305224860181	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4782608695652174	0.4319740129935032	0.029848772638664024	15069	0.4411764705882353	0.4298245614035088	0.43119266055045874	0.46078431372549017	0.45045045045045046	0.4426856913436287	0.011727129090669213	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7704081632653061	0.7747849293563579	0.03969792635069527	881	0.7813122214847824	0.7903871207891309	0.7794062907128234	0.7969942304113158	0.8191981132075472	0.7934595953211201	0.014348931036797184
71	70	0.04396047592163086	0.003468685240291384	0.02508378028869629	0.002316290066522159	0.2	2	1	2	0.0	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5641025641025641	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.5671351612301547	0.035872247120424666	5313	0.5945945945945946	0.5679012345679012	0.575	0.6064516129032258	0.6163522012578616	0.5920599286647167	0.018321262406534252	0.7857142857142857	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8076923076923077	0.09914499840562603	20809	0.8301886792452831	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.86575821104123	0.032022369792580704	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7437185929648241	0.6884422110552764	0.6984924623115578	0.7286432160804021	0.715	0.714859296482412	0.019942973166828977	0.44	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4387227555053642	0.022001957053082923	9491	0.4631578947368421	0.42592592592592593	0.4339622641509434	0.46534653465346537	0.46226415094339623	0.4501313540821146	0.01670771954727465	0.7528571428571429	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7653563579277864	0.04317717029027792	3345	0.7869536361050535	0.7701470314535641	0.7751721570817048	0.7995067932253862	0.8197641509433962	0.790308753761821	0.017883471548221105
72	71	0.045838117599487305	0.0026071659194018466	0.02735791206359863	0.0013751416899024985	0.2	2	1	2	0.0	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.6190476190476191	0.5263157894736842	0.6341463414634146	0.5128205128205128	0.5789473684210527	0.5742555262452567	0.0483481828910657	1641	0.5960264900662252	0.5714285714285714	0.5679012345679012	0.5987261146496815	0.6097560975609756	0.588767701654671	0.01629986286435306	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.8888888888888888	0.8518518518518519	0.8703703703703703	0.9433962264150944	0.880712788259958	0.034461849384019146	0.7	0.7	0.7	0.68	0.7346938775510204	0.702938775510204	0.017666256717416524	28845	0.7336683417085427	0.6683417085427136	0.6884422110552764	0.7185929648241206	0.695	0.7008090452261306	0.02296437548356074	0.4642857142857143	0.4	0.4642857142857143	0.38461538461538464	0.4583333333333333	0.43430402930402934	0.0347014067677401	12577	0.45918367346938777	0.42105263157894735	0.42592592592592593	0.4563106796116505	0.45045045045045046	0.44258467220727243	0.01591818576862149	0.8142857142857143	0.7346153846153847	0.85	0.7246153846153847	0.7602040816326531	0.7767441130298273	0.048044986259102675	241	0.7913624727410637	0.7786152987158013	0.7701470314535641	0.7944816675972455	0.8191981132075472	0.7907609167430444	0.01670525847324768
73	72	0.026802682876586915	0.0022631327684047883	0.02684359550476074	0.0016269687429541742	0.2	2	1	2	0.001	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5652173913043478	0.5555555555555556	0.65	0.4864864864864865	0.5405405405405406	0.5595599947773862	0.05278051433439935	9349	0.5584415584415584	0.5595238095238095	0.5569620253164557	0.5974025974025974	0.5786163522012578	0.5701892685771357	0.015737227701825878	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8113207547169812	0.8703703703703703	0.8148148148148148	0.8518518518518519	0.8679245283018868	0.843256464011181	0.02548087495817064	0.62	0.74	0.72	0.7	0.7346938775510204	0.7029387755102041	0.043727527101422796	28525	0.7085427135678392	0.6633165829145728	0.6984924623115578	0.7286432160804021	0.7	0.6997989949748744	0.021171469133603363	0.40625	0.43478260869565216	0.48148148148148145	0.375	0.43478260869565216	0.42645933977455713	0.03527738865970498	19473	0.42574257425742573	0.41228070175438597	0.4230769230769231	0.46	0.4339622641509434	0.4310124926479356	0.016066126034266187	0.7742857142857142	0.7546153846153847	0.86	0.6961538461538461	0.7244897959183674	0.7619089481946625	0.055771249321329916	5633	0.7599317341424101	0.7668434766424717	0.7566536385631863	0.790247533966127	0.7839622641509434	0.7715277294930278	0.013286810344086736
74	73	0.027629280090332033	0.002138698195629988	0.026586008071899415	0.001471556270890765	0.2	2	1	2	0.001	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5531914893617021	0.5263157894736842	0.6046511627906976	0.47368421052631576	0.5405405405405406	0.539676638538588	0.042281436030291275	19619	0.5696969696969697	0.5581395348837209	0.5521472392638037	0.6075949367088608	0.573170731707317	0.5721498824521345	0.019286297513809926	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8867924528301887	0.8888888888888888	0.8333333333333334	0.8888888888888888	0.8867924528301887	0.8769392033542978	0.021823083739493654	0.6	0.7	0.66	0.68	0.7346938775510204	0.6749387755102041	0.04486276914075962	34041	0.6733668341708543	0.6482412060301508	0.678391959798995	0.7185929648241206	0.68	0.6797185929648242	0.022557600319816393	0.3939393939393939	0.4	0.43333333333333335	0.36	0.43478260869565216	0.4044110671936759	0.027786271270799207	31655	0.41964285714285715	0.4067796610169492	0.41284403669724773	0.46153846153846156	0.42342342342342343	0.4248456879637878	0.01921391620853918	0.7642857142857142	0.7346153846153847	0.8300000000000001	0.6861538461538461	0.7244897959183674	0.7479089481946625	0.048054151554586595	14305	0.7800796435005215	0.7685650474595198	0.7558626465661642	0.8037409268565048	0.7833962264150944	0.7783288981595609	0.015966085109024163
75	74	0.03212714195251465	0.0022039572741181694	0.02761526107788086	0.001888344258912441	0.2	2	1	2	0.001	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5909090909090909	0.5555555555555556	0.6190476190476191	0.5263157894736842	0.5405405405405406	0.566473719105298	0.03395731941247115	5973	0.5789473684210527	0.5575757575757576	0.575	0.6064516129032258	0.5838509316770186	0.5803651341154109	0.015765821049943275	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8301886792452831	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.8867924528301887	0.8582110412299091	0.019135713859169585	0.66	0.74	0.68	0.7	0.7346938775510204	0.7029387755102041	0.030856063041251124	28525	0.7236180904522613	0.6733668341708543	0.6984924623115578	0.7286432160804021	0.695	0.703824120603015	0.020207556626532692	0.43333333333333335	0.43478260869565216	0.4482758620689655	0.4	0.43478260869565216	0.43023488255872067	0.016066045488946322	16593	0.4444444444444444	0.4144144144144144	0.4339622641509434	0.46534653465346537	0.4351851851851852	0.43867056856969056	0.016538572195693737	0.7942857142857143	0.7546153846153847	0.8400000000000001	0.7346153846153847	0.7244897959183674	0.7696012558869703	0.042541596129037115	2065	0.7769033848487722	0.7626093430113531	0.7751721570817048	0.7995067932253862	0.7908962264150943	0.7810175809164621	0.012879420954022367
76	75	0.03695282936096191	0.0022326496317422264	0.027846574783325195	0.0035591038061639707	0.2	2	1	2	0.001	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5263157894736842	0.5577808156755525	0.039550594020907756	10101	0.5660377358490566	0.5647058823529412	0.5696969696969697	0.6025641025641025	0.5853658536585366	0.5776741088243214	0.014462984128115643	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8490566037735849	0.8888888888888888	0.8703703703703703	0.8703703703703703	0.9056603773584906	0.876869322152341	0.0191385208235257	0.66	0.7	0.68	0.7	0.7142857142857143	0.690857142857143	0.018900383324047098	32729	0.6934673366834171	0.6582914572864321	0.678391959798995	0.7236180904522613	0.685	0.6877537688442211	0.02136421744709102	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4166666666666667	0.419655172413793	0.018909356066831067	25327	0.42452830188679247	0.41379310344827586	0.42342342342342343	0.46078431372549017	0.43243243243243246	0.43099231498328283	0.01602823502139556	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7142857142857143	0.7635604395604396	0.0466705043246395	4753	0.7712619702285011	0.7735901730876604	0.7743811650846827	0.7969942304113158	0.7953301886792453	0.782311545498281	0.011367609162883617
77	76	0.03345999717712402	0.006430104516129188	0.022924041748046874	0.0020948074274394954	0.2	2	1	2	0.001	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.574314648409642	0.03807168598465695	1321	0.5960264900662252	0.5575757575757576	0.575	0.6064516129032258	0.6049382716049383	0.5879984264300294	0.018901989954419184	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7336683417085427	0.6733668341708543	0.6984924623115578	0.7286432160804021	0.7	0.7068341708542712	0.02205474913241946	0.46153846153846156	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4430304478130565	0.02386032101221359	6767	0.45918367346938777	0.4144144144144144	0.4339622641509434	0.46534653465346537	0.44954128440366975	0.4444896342183761	0.018394502557326	0.7885714285714285	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7724992150706436	0.04347170863485596	1281	0.7913624727410637	0.7626093430113531	0.7751721570817048	0.7995067932253862	0.8122641509433962	0.7881829834005809	0.01755866245416914
78	77	0.03449821472167969	0.004137649420776782	0.025069618225097658	0.0018733650886076795	0.2	2	1	2	0.001	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5789473684210527	0.5683071314650262	0.0366748030608986	4833	0.5806451612903226	0.5680473372781065	0.573170731707317	0.6025641025641025	0.5975609756097561	0.584397661689921	0.013496301210643692	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.8888888888888888	0.8703703703703703	0.8703703703703703	0.9245283018867925	0.8806429070580013	0.02530876793052873	0.66	0.7	0.68	0.7	0.7346938775510204	0.6949387755102041	0.02480155306767964	31761	0.7135678391959799	0.6633165829145728	0.6834170854271356	0.7236180904522613	0.69	0.6947839195979899	0.021570948648830097	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4583333333333333	0.42798850574712644	0.024197791128968863	18143	0.4411764705882353	0.41739130434782606	0.42727272727272725	0.46078431372549017	0.44144144144144143	0.43761325147514407	0.0146976411786122	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7602040816326531	0.7727441130298274	0.04013040534372672	1121	0.7813122214847824	0.7761027359017308	0.776893727898753	0.7969942304113158	0.8072641509433962	0.7877134133279957	0.012338667571001707
79	78	0.03808884620666504	0.003872772899273121	0.026068496704101562	0.0019430202415932668	0.2	2	1	2	0.001	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6190476190476191	0.5263157894736842	0.5555555555555556	0.5712949039264827	0.033534696221290045	3473	0.5960264900662252	0.5609756097560976	0.5786163522012578	0.6064516129032258	0.6049382716049383	0.5894016673063489	0.017322463822178915	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.68	0.7	0.7551020408163265	0.7190204081632652	0.026934569863422957	22609	0.7336683417085427	0.678391959798995	0.7035175879396985	0.7286432160804021	0.7	0.7088442211055277	0.020209753349589663	0.46153846153846156	0.43478260869565216	0.4482758620689655	0.4	0.45454545454545453	0.43982847736970676	0.021776315291257994	8863	0.45918367346938777	0.41818181818181815	0.4380952380952381	0.46534653465346537	0.44954128440366975	0.44606970976071586	0.016714966632689118	0.7885714285714285	0.7546153846153847	0.8400000000000001	0.7346153846153847	0.7346938775510203	0.7704992150706437	0.03994729417515518	1905	0.7913624727410637	0.7651219058254235	0.7776847198957753	0.7995067932253862	0.8122641509433962	0.7891880085262091	0.0164633952128216
80	79	0.04016289710998535	0.0015940675726912536	0.02668337821960449	0.0026859836864892186	0.2	2	1	2	0.001	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5945945945945946	0.5714365766997347	0.03808951256107465	3313	0.5806451612903226	0.5764705882352941	0.5766871165644172	0.6064516129032258	0.6060606060606061	0.5892630170107732	0.013954739480706694	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.9074074074074074	0.8703703703703703	0.8703703703703703	0.9433962264150944	0.8881201956673654	0.03341710017257815	0.66	0.7	0.68	0.7	0.7551020408163265	0.6990204081632653	0.03172203304106191	30505	0.7135678391959799	0.6633165829145728	0.6884422110552764	0.7286432160804021	0.69	0.6967939698492461	0.022505032839758514	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4782608695652174	0.4319740129935032	0.029848772638664024	15069	0.4411764705882353	0.4224137931034483	0.43119266055045874	0.46534653465346537	0.44642857142857145	0.44131160606483577	0.014583550880617155	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7704081632653061	0.7747849293563579	0.03969792635069527	881	0.7813122214847824	0.7853619951609901	0.7794062907128234	0.7995067932253862	0.8166981132075471	0.7924570827583058	0.014015686560028369
81	80	0.03911771774291992	0.002330575757861894	0.02485370635986328	0.0014116278485240168	0.2	2	1	2	0.001	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.574314648409642	0.03807168598465695	1321	0.5960264900662252	0.5609756097560976	0.5786163522012578	0.6064516129032258	0.6125	0.5909140129853613	0.018873524934070986	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7336683417085427	0.678391959798995	0.7035175879396985	0.7286432160804021	0.71	0.7108442211055277	0.019724534114374914	0.46153846153846156	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4430304478130565	0.02386032101221359	6767	0.45918367346938777	0.41818181818181815	0.4380952380952381	0.46534653465346537	0.45794392523364486	0.44775023792671087	0.017388357229318623	0.7885714285714285	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7724992150706436	0.04347170863485596	1281	0.7913624727410637	0.7651219058254235	0.7776847198957753	0.7995067932253862	0.8172641509433962	0.790188008526209	0.01792193256230844
82	81	0.040837669372558595	0.0020336831472243886	0.026758146286010743	0.0015428384650264908	0.2	2	1	2	0.001	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5945945945945946	0.5714365766997347	0.03808951256107465	3313	0.5806451612903226	0.5833333333333334	0.5766871165644172	0.6025641025641025	0.6097560975609756	0.5905971622626303	0.0130810348775505	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.9074074074074074	0.8703703703703703	0.8703703703703703	0.9433962264150944	0.8881201956673654	0.03341710017257815	0.66	0.7	0.68	0.7	0.7551020408163265	0.6990204081632653	0.03172203304106191	30505	0.7135678391959799	0.6733668341708543	0.6884422110552764	0.7236180904522613	0.695	0.6987989949748743	0.01790305224860181	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4782608695652174	0.4319740129935032	0.029848772638664024	15069	0.4411764705882353	0.4298245614035088	0.43119266055045874	0.46078431372549017	0.45045045045045046	0.4426856913436287	0.011727129090669213	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7704081632653061	0.7747849293563579	0.03969792635069527	881	0.7813122214847824	0.7903871207891309	0.7794062907128234	0.7969942304113158	0.8191981132075472	0.7934595953211201	0.014348931036797184
83	82	0.0519716739654541	0.002277554826551591	0.028954505920410156	0.0029949676871124705	0.2	2	1	2	0.001	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5641025641025641	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.5671351612301547	0.035872247120424666	5313	0.5945945945945946	0.5679012345679012	0.575	0.6064516129032258	0.6163522012578616	0.5920599286647167	0.018321262406534252	0.7857142857142857	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8076923076923077	0.09914499840562603	20809	0.8301886792452831	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.86575821104123	0.032022369792580704	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7437185929648241	0.6884422110552764	0.6984924623115578	0.7286432160804021	0.715	0.714859296482412	0.019942973166828977	0.44	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4387227555053642	0.022001957053082923	9491	0.4631578947368421	0.42592592592592593	0.4339622641509434	0.46534653465346537	0.46226415094339623	0.4501313540821146	0.01670771954727465	0.7528571428571429	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7653563579277864	0.04317717029027792	3345	0.7869536361050535	0.7701470314535641	0.7751721570817048	0.7995067932253862	0.8197641509433962	0.790308753761821	0.017883471548221105
84	83	0.05197324752807617	0.009848027427451254	0.024506187438964842	0.001656279620126737	0.2	2	1	2	0.001	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.001, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.6190476190476191	0.5263157894736842	0.6341463414634146	0.5128205128205128	0.5789473684210527	0.5742555262452567	0.0483481828910657	1641	0.5960264900662252	0.5714285714285714	0.5679012345679012	0.5987261146496815	0.6097560975609756	0.588767701654671	0.01629986286435306	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.8888888888888888	0.8518518518518519	0.8703703703703703	0.9433962264150944	0.880712788259958	0.034461849384019146	0.7	0.7	0.7	0.68	0.7346938775510204	0.702938775510204	0.017666256717416524	28845	0.7336683417085427	0.6683417085427136	0.6884422110552764	0.7185929648241206	0.695	0.7008090452261306	0.02296437548356074	0.4642857142857143	0.4	0.4642857142857143	0.38461538461538464	0.4583333333333333	0.43430402930402934	0.0347014067677401	12577	0.45918367346938777	0.42105263157894735	0.42592592592592593	0.4563106796116505	0.45045045045045046	0.44258467220727243	0.01591818576862149	0.8142857142857143	0.7346153846153847	0.85	0.7246153846153847	0.7602040816326531	0.7767441130298273	0.048044986259102675	241	0.7913624727410637	0.7786152987158013	0.7701470314535641	0.7944816675972455	0.8191981132075472	0.7907609167430444	0.01670525847324768
85	84	0.030920934677124024	0.001961295193835584	0.025373125076293947	0.0020483072193159045	0.2	2	1	2	0.005	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5652173913043478	0.5555555555555556	0.65	0.4864864864864865	0.5405405405405406	0.5595599947773862	0.05278051433439935	9349	0.5584415584415584	0.5595238095238095	0.5569620253164557	0.5974025974025974	0.5786163522012578	0.5701892685771357	0.015737227701825878	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8113207547169812	0.8703703703703703	0.8148148148148148	0.8518518518518519	0.8679245283018868	0.843256464011181	0.02548087495817064	0.62	0.74	0.72	0.7	0.7346938775510204	0.7029387755102041	0.043727527101422796	28525	0.7085427135678392	0.6633165829145728	0.6984924623115578	0.7286432160804021	0.7	0.6997989949748744	0.021171469133603363	0.40625	0.43478260869565216	0.48148148148148145	0.375	0.43478260869565216	0.42645933977455713	0.03527738865970498	19473	0.42574257425742573	0.41228070175438597	0.4230769230769231	0.46	0.4339622641509434	0.4310124926479356	0.016066126034266187	0.7742857142857142	0.7546153846153847	0.86	0.6961538461538461	0.7244897959183674	0.7619089481946625	0.055771249321329916	5633	0.7599317341424101	0.7668434766424717	0.7566536385631863	0.790247533966127	0.7839622641509434	0.7715277294930278	0.013286810344086736
86	85	0.027842140197753905	0.000898439620072355	0.023436212539672853	0.0014954751169692596	0.2	2	1	2	0.005	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5531914893617021	0.5263157894736842	0.6046511627906976	0.47368421052631576	0.5405405405405406	0.539676638538588	0.042281436030291275	19619	0.5696969696969697	0.5581395348837209	0.5521472392638037	0.6075949367088608	0.573170731707317	0.5721498824521345	0.019286297513809926	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8867924528301887	0.8888888888888888	0.8333333333333334	0.8888888888888888	0.8867924528301887	0.8769392033542978	0.021823083739493654	0.6	0.7	0.66	0.68	0.7346938775510204	0.6749387755102041	0.04486276914075962	34041	0.6733668341708543	0.6482412060301508	0.678391959798995	0.7185929648241206	0.68	0.6797185929648242	0.022557600319816393	0.3939393939393939	0.4	0.43333333333333335	0.36	0.43478260869565216	0.4044110671936759	0.027786271270799207	31655	0.41964285714285715	0.4067796610169492	0.41284403669724773	0.46153846153846156	0.42342342342342343	0.4248456879637878	0.01921391620853918	0.7642857142857142	0.7346153846153847	0.8300000000000001	0.6861538461538461	0.7244897959183674	0.7479089481946625	0.048054151554586595	14305	0.7800796435005215	0.7685650474595198	0.7558626465661642	0.8037409268565048	0.7833962264150944	0.7783288981595609	0.015966085109024163
87	86	0.034237003326416014	0.0029393875599949336	0.026430463790893553	0.0036818853465271743	0.2	2	1	2	0.005	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5909090909090909	0.5555555555555556	0.6190476190476191	0.5263157894736842	0.5405405405405406	0.566473719105298	0.03395731941247115	5973	0.5789473684210527	0.5575757575757576	0.575	0.6064516129032258	0.5838509316770186	0.5803651341154109	0.015765821049943275	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8301886792452831	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.8867924528301887	0.8582110412299091	0.019135713859169585	0.66	0.74	0.68	0.7	0.7346938775510204	0.7029387755102041	0.030856063041251124	28525	0.7236180904522613	0.6733668341708543	0.6984924623115578	0.7286432160804021	0.695	0.703824120603015	0.020207556626532692	0.43333333333333335	0.43478260869565216	0.4482758620689655	0.4	0.43478260869565216	0.43023488255872067	0.016066045488946322	16593	0.4444444444444444	0.4144144144144144	0.4339622641509434	0.46534653465346537	0.4351851851851852	0.43867056856969056	0.016538572195693737	0.7942857142857143	0.7546153846153847	0.8400000000000001	0.7346153846153847	0.7244897959183674	0.7696012558869703	0.042541596129037115	2065	0.7769033848487722	0.7626093430113531	0.7751721570817048	0.7995067932253862	0.7908962264150943	0.7810175809164621	0.012879420954022367
88	87	0.03204178810119629	0.003391335613903448	0.02679615020751953	0.00354047722393965	0.2	2	1	2	0.005	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5263157894736842	0.5577808156755525	0.039550594020907756	10101	0.5660377358490566	0.5647058823529412	0.5696969696969697	0.6025641025641025	0.5853658536585366	0.5776741088243214	0.014462984128115643	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8490566037735849	0.8888888888888888	0.8703703703703703	0.8703703703703703	0.9056603773584906	0.876869322152341	0.0191385208235257	0.66	0.7	0.68	0.7	0.7142857142857143	0.690857142857143	0.018900383324047098	32729	0.6934673366834171	0.6582914572864321	0.678391959798995	0.7236180904522613	0.685	0.6877537688442211	0.02136421744709102	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4166666666666667	0.419655172413793	0.018909356066831067	25327	0.42452830188679247	0.41379310344827586	0.42342342342342343	0.46078431372549017	0.43243243243243246	0.43099231498328283	0.01602823502139556	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7142857142857143	0.7635604395604396	0.0466705043246395	4753	0.7712619702285011	0.7735901730876604	0.7743811650846827	0.7969942304113158	0.7953301886792453	0.782311545498281	0.011367609162883617
89	88	0.03724603652954102	0.0021294867634544957	0.02461981773376465	0.0003383783433490292	0.2	2	1	2	0.005	70	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.574314648409642	0.03807168598465695	1321	0.5960264900662252	0.5575757575757576	0.575	0.6064516129032258	0.6049382716049383	0.5879984264300294	0.018901989954419184	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7336683417085427	0.6733668341708543	0.6984924623115578	0.7286432160804021	0.7	0.7068341708542712	0.02205474913241946	0.46153846153846156	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4430304478130565	0.02386032101221359	6767	0.45918367346938777	0.4144144144144144	0.4339622641509434	0.46534653465346537	0.44954128440366975	0.4444896342183761	0.018394502557326	0.7885714285714285	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7724992150706436	0.04347170863485596	1281	0.7913624727410637	0.7626093430113531	0.7751721570817048	0.7995067932253862	0.8122641509433962	0.7881829834005809	0.01755866245416914
90	89	0.03999638557434082	0.0032792881050159087	0.02573370933532715	0.002622168552426771	0.2	2	1	2	0.005	70	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 70, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5789473684210527	0.5683071314650262	0.0366748030608986	4833	0.5806451612903226	0.5680473372781065	0.573170731707317	0.6025641025641025	0.5975609756097561	0.584397661689921	0.013496301210643692	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.8888888888888888	0.8703703703703703	0.8703703703703703	0.9245283018867925	0.8806429070580013	0.02530876793052873	0.66	0.7	0.68	0.7	0.7346938775510204	0.6949387755102041	0.02480155306767964	31761	0.7135678391959799	0.6633165829145728	0.6834170854271356	0.7236180904522613	0.69	0.6947839195979899	0.021570948648830097	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4583333333333333	0.42798850574712644	0.024197791128968863	18143	0.4411764705882353	0.41739130434782606	0.42727272727272725	0.46078431372549017	0.44144144144144143	0.43761325147514407	0.0146976411786122	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7602040816326531	0.7727441130298274	0.04013040534372672	1121	0.7813122214847824	0.7761027359017308	0.776893727898753	0.7969942304113158	0.8072641509433962	0.7877134133279957	0.012338667571001707
91	90	0.040627574920654295	0.002036605127745191	0.026112985610961915	0.0013275746234001308	0.2	2	1	2	0.005	75	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6190476190476191	0.5263157894736842	0.5555555555555556	0.5712949039264827	0.033534696221290045	3473	0.5960264900662252	0.5609756097560976	0.5786163522012578	0.6064516129032258	0.6049382716049383	0.5894016673063489	0.017322463822178915	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.68	0.7	0.7551020408163265	0.7190204081632652	0.026934569863422957	22609	0.7336683417085427	0.678391959798995	0.7035175879396985	0.7286432160804021	0.7	0.7088442211055277	0.020209753349589663	0.46153846153846156	0.43478260869565216	0.4482758620689655	0.4	0.45454545454545453	0.43982847736970676	0.021776315291257994	8863	0.45918367346938777	0.41818181818181815	0.4380952380952381	0.46534653465346537	0.44954128440366975	0.44606970976071586	0.016714966632689118	0.7885714285714285	0.7546153846153847	0.8400000000000001	0.7346153846153847	0.7346938775510203	0.7704992150706437	0.03994729417515518	1905	0.7913624727410637	0.7651219058254235	0.7776847198957753	0.7995067932253862	0.8122641509433962	0.7891880085262091	0.0164633952128216
92	91	0.04176416397094727	0.0023915134434288063	0.02774820327758789	0.0015968712913227595	0.2	2	1	2	0.005	75	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 75, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5945945945945946	0.5714365766997347	0.03808951256107465	3313	0.5806451612903226	0.5764705882352941	0.5766871165644172	0.6064516129032258	0.6060606060606061	0.5892630170107732	0.013954739480706694	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.9074074074074074	0.8703703703703703	0.8703703703703703	0.9433962264150944	0.8881201956673654	0.03341710017257815	0.66	0.7	0.68	0.7	0.7551020408163265	0.6990204081632653	0.03172203304106191	30505	0.7135678391959799	0.6633165829145728	0.6884422110552764	0.7286432160804021	0.69	0.6967939698492461	0.022505032839758514	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4782608695652174	0.4319740129935032	0.029848772638664024	15069	0.4411764705882353	0.4224137931034483	0.43119266055045874	0.46534653465346537	0.44642857142857145	0.44131160606483577	0.014583550880617155	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7704081632653061	0.7747849293563579	0.03969792635069527	881	0.7813122214847824	0.7853619951609901	0.7794062907128234	0.7995067932253862	0.8166981132075471	0.7924570827583058	0.014015686560028369
93	92	0.04483661651611328	0.0027582106258152313	0.028068351745605468	0.0015484238435651664	0.2	2	1	2	0.005	80	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.6	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.574314648409642	0.03807168598465695	1321	0.5960264900662252	0.5609756097560976	0.5786163522012578	0.6064516129032258	0.6125	0.5909140129853613	0.018873524934070986	0.8571428571428571	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8219780219780219	0.10009052779547867	19601	0.8490566037735849	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.8695317959468902	0.02852968003186353	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7336683417085427	0.678391959798995	0.7035175879396985	0.7286432160804021	0.71	0.7108442211055277	0.019724534114374914	0.46153846153846156	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4430304478130565	0.02386032101221359	6767	0.45918367346938777	0.41818181818181815	0.4380952380952381	0.46534653465346537	0.45794392523364486	0.44775023792671087	0.017388357229318623	0.7885714285714285	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7724992150706436	0.04347170863485596	1281	0.7913624727410637	0.7651219058254235	0.7776847198957753	0.7995067932253862	0.8172641509433962	0.790188008526209	0.01792193256230844
94	93	0.043032264709472655	0.0021883128389983716	0.027417802810668947	0.001630495842237512	0.2	2	1	2	0.005	80	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 80, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5945945945945946	0.5714365766997347	0.03808951256107465	3313	0.5806451612903226	0.5833333333333334	0.5766871165644172	0.6025641025641025	0.6097560975609756	0.5905971622626303	0.0130810348775505	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.9074074074074074	0.8703703703703703	0.8703703703703703	0.9433962264150944	0.8881201956673654	0.03341710017257815	0.66	0.7	0.68	0.7	0.7551020408163265	0.6990204081632653	0.03172203304106191	30505	0.7135678391959799	0.6733668341708543	0.6884422110552764	0.7236180904522613	0.695	0.6987989949748743	0.01790305224860181	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4782608695652174	0.4319740129935032	0.029848772638664024	15069	0.4411764705882353	0.4298245614035088	0.43119266055045874	0.46078431372549017	0.45045045045045046	0.4426856913436287	0.011727129090669213	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7704081632653061	0.7747849293563579	0.03969792635069527	881	0.7813122214847824	0.7903871207891309	0.7794062907128234	0.7969942304113158	0.8191981132075472	0.7934595953211201	0.014348931036797184
95	94	0.05003690719604492	0.0020521999097579636	0.025572776794433594	0.004922224113787066	0.2	2	1	2	0.005	100	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5641025641025641	0.5555555555555556	0.6341463414634146	0.5263157894736842	0.5555555555555556	0.5671351612301547	0.035872247120424666	5313	0.5945945945945946	0.5679012345679012	0.575	0.6064516129032258	0.6163522012578616	0.5920599286647167	0.018321262406534252	0.7857142857142857	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8076923076923077	0.09914499840562603	20809	0.8301886792452831	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.9245283018867925	0.86575821104123	0.032022369792580704	0.72	0.74	0.7	0.7	0.7551020408163265	0.7230204081632653	0.021847374863390136	20313	0.7437185929648241	0.6884422110552764	0.6984924623115578	0.7286432160804021	0.715	0.714859296482412	0.019942973166828977	0.44	0.43478260869565216	0.4642857142857143	0.4	0.45454545454545453	0.4387227555053642	0.022001957053082923	9491	0.4631578947368421	0.42592592592592593	0.4339622641509434	0.46534653465346537	0.46226415094339623	0.4501313540821146	0.01670771954727465	0.7528571428571429	0.7546153846153847	0.85	0.7346153846153847	0.7346938775510203	0.7653563579277864	0.04317717029027792	3345	0.7869536361050535	0.7701470314535641	0.7751721570817048	0.7995067932253862	0.8197641509433962	0.790308753761821	0.017883471548221105
96	95	0.04168624877929687	0.007173146469754078	0.02733168601989746	0.0009752547179870713	0.2	2	1	2	0.005	100	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.005, 'n_estimators': 100, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.6190476190476191	0.5263157894736842	0.6341463414634146	0.5128205128205128	0.5789473684210527	0.5742555262452567	0.0483481828910657	1641	0.5960264900662252	0.5714285714285714	0.5679012345679012	0.5987261146496815	0.6097560975609756	0.588767701654671	0.01629986286435306	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7857142857142857	0.8505494505494505	0.09576215353421688	17281	0.8490566037735849	0.8888888888888888	0.8518518518518519	0.8703703703703703	0.9433962264150944	0.880712788259958	0.034461849384019146	0.7	0.7	0.7	0.68	0.7346938775510204	0.702938775510204	0.017666256717416524	28845	0.7336683417085427	0.6683417085427136	0.6884422110552764	0.7185929648241206	0.695	0.7008090452261306	0.02296437548356074	0.4642857142857143	0.4	0.4642857142857143	0.38461538461538464	0.4583333333333333	0.43430402930402934	0.0347014067677401	12577	0.45918367346938777	0.42105263157894735	0.42592592592592593	0.4563106796116505	0.45045045045045046	0.44258467220727243	0.01591818576862149	0.8142857142857143	0.7346153846153847	0.85	0.7246153846153847	0.7602040816326531	0.7767441130298273	0.048044986259102675	241	0.7913624727410637	0.7786152987158013	0.7701470314535641	0.7944816675972455	0.8191981132075472	0.7907609167430444	0.01670525847324768
97	96	0.028008317947387694	0.00224103491439502	0.03476419448852539	0.019002876077573266	0.2	2	1	2	0.01	30	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5652173913043478	0.5555555555555556	0.65	0.4864864864864865	0.5405405405405406	0.5595599947773862	0.05278051433439935	9349	0.5584415584415584	0.5595238095238095	0.5569620253164557	0.5974025974025974	0.5786163522012578	0.5701892685771357	0.015737227701825878	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8113207547169812	0.8703703703703703	0.8148148148148148	0.8518518518518519	0.8679245283018868	0.843256464011181	0.02548087495817064	0.62	0.74	0.72	0.7	0.7346938775510204	0.7029387755102041	0.043727527101422796	28525	0.7085427135678392	0.6633165829145728	0.6984924623115578	0.7286432160804021	0.7	0.6997989949748744	0.021171469133603363	0.40625	0.43478260869565216	0.48148148148148145	0.375	0.43478260869565216	0.42645933977455713	0.03527738865970498	19473	0.42574257425742573	0.41228070175438597	0.4230769230769231	0.46	0.4339622641509434	0.4310124926479356	0.016066126034266187	0.7742857142857142	0.7546153846153847	0.86	0.6961538461538461	0.7244897959183674	0.7619089481946625	0.055771249321329916	5633	0.7599317341424101	0.7668434766424717	0.7566536385631863	0.790247533966127	0.7839622641509434	0.7715277294930278	0.013286810344086736
98	97	0.028458642959594726	0.0012283703123670074	0.02555532455444336	0.0009169900455071514	0.2	2	1	2	0.01	30	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 30, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5531914893617021	0.5263157894736842	0.6046511627906976	0.47368421052631576	0.5405405405405406	0.539676638538588	0.042281436030291275	19619	0.5696969696969697	0.5581395348837209	0.5521472392638037	0.6075949367088608	0.573170731707317	0.5721498824521345	0.019286297513809926	0.9285714285714286	0.7692307692307693	1.0	0.6923076923076923	0.7142857142857143	0.820879120879121	0.12185420901651967	20241	0.8867924528301887	0.8888888888888888	0.8333333333333334	0.8888888888888888	0.8867924528301887	0.8769392033542978	0.021823083739493654	0.6	0.7	0.66	0.68	0.7346938775510204	0.6749387755102041	0.04486276914075962	34041	0.6733668341708543	0.6482412060301508	0.678391959798995	0.7185929648241206	0.68	0.6797185929648242	0.022557600319816393	0.3939393939393939	0.4	0.43333333333333335	0.36	0.43478260869565216	0.4044110671936759	0.027786271270799207	31655	0.41964285714285715	0.4067796610169492	0.41284403669724773	0.46153846153846156	0.42342342342342343	0.4248456879637878	0.01921391620853918	0.7642857142857142	0.7346153846153847	0.8300000000000001	0.6861538461538461	0.7244897959183674	0.7479089481946625	0.048054151554586595	14305	0.7800796435005215	0.7685650474595198	0.7558626465661642	0.8037409268565048	0.7833962264150944	0.7783288981595609	0.015966085109024163
99	98	0.03367795944213867	0.001850355367868552	0.025995683670043946	0.0017610123593129702	0.2	2	1	2	0.01	50	1	3.8	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 3.8}	0.5909090909090909	0.5555555555555556	0.6190476190476191	0.5263157894736842	0.5405405405405406	0.566473719105298	0.03395731941247115	5973	0.5789473684210527	0.5575757575757576	0.575	0.6064516129032258	0.5838509316770186	0.5803651341154109	0.015765821049943275	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8301886792452831	0.8518518518518519	0.8518518518518519	0.8703703703703703	0.8867924528301887	0.8582110412299091	0.019135713859169585	0.66	0.74	0.68	0.7	0.7346938775510204	0.7029387755102041	0.030856063041251124	28525	0.7236180904522613	0.6733668341708543	0.6984924623115578	0.7286432160804021	0.695	0.703824120603015	0.020207556626532692	0.43333333333333335	0.43478260869565216	0.4482758620689655	0.4	0.43478260869565216	0.43023488255872067	0.016066045488946322	16593	0.4444444444444444	0.4144144144144144	0.4339622641509434	0.46534653465346537	0.4351851851851852	0.43867056856969056	0.016538572195693737	0.7942857142857143	0.7546153846153847	0.8400000000000001	0.7346153846153847	0.7244897959183674	0.7696012558869703	0.042541596129037115	2065	0.7769033848487722	0.7626093430113531	0.7751721570817048	0.7995067932253862	0.7908962264150943	0.7810175809164621	0.012879420954022367
100	99	0.03557109832763672	0.0010567355652736476	0.0267458438873291	0.0015172293110163012	0.2	2	1	2	0.01	50	1	4.5	{'gamma': 0, 'learning_rate': 0.2, 'max_bin': 2, 'max_depth': 1, 'max_leaves': 2, 'min_child_weight': 0.01, 'n_estimators': 50, 'num_parallel_tree': 1, 'scale_pos_weight': 4.5}	0.5909090909090909	0.5263157894736842	0.6190476190476191	0.5263157894736842	0.5263157894736842	0.5577808156755525	0.039550594020907756	10101	0.5660377358490566	0.5647058823529412	0.5696969696969697	0.6025641025641025	0.5853658536585366	0.5776741088243214	0.014462984128115643	0.9285714285714286	0.7692307692307693	1.0	0.7692307692307693	0.7142857142857143	0.8362637362637363	0.1088078575339478	18561	0.8490566037735849	0.8888888888888888	0.8703703703703703	0.8703703703703703	0.9056603773584906	0.876869322152341	0.0191385208235257	0.66	0.7	0.68	0.7	0.7142857142857143	0.690857142857143	0.018900383324047098	32729	0.6934673366834171	0.6582914572864321	0.678391959798995	0.7236180904522613	0.685	0.6877537688442211	0.02136421744709102	0.43333333333333335	0.4	0.4482758620689655	0.4	0.4166666666666667	0.419655172413793	0.018909356066831067	25327	0.42452830188679247	0.41379310344827586	0.42342342342342343	0.46078431372549017	0.43243243243243246	0.43099231498328283	0.01602823502139556	0.7942857142857143	0.7346153846153847	0.8400000000000001	0.7346153846153847	0.7142857142857143	0.7635604395604396	0.0466705043246395	4753	0.7712619702285011	0.7735901730876604	0.7743811650846827	0.7969942304113158	0.7953301886792453	0.782311545498281	0.011367609162883617