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| model = XGBClassifier(silent=False, | |
| scale_pos_weight=1, | |
| learning_rate=0.01, | |
| colsample_bytree = 0.4, | |
| subsample = 0.8, | |
| objective='binary:logistic', | |
| n_estimators=1000, | |
| reg_alpha = 0.3, | |
| max_depth=4, | |
| gamma=10) |
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