fitness-tuner-100-estimators-gb-drafttopic

2018-03-16 03:47:33,577 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate micro-average of f1: unsupported operand type(s) for *: 'NoneType' and 'int'
2018-03-16 03:47:33,577 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate macro-average of f1: unsupported operand type(s) for +: 'float' and 'NoneType'
2018-03-16 03:47:52,831 DEBUG:revscoring.utilities.tune -- Cross-validated GradientBoosting with n_estimators=50, max_depth=5, max_features="log2", learning_rate=0.01 in 48.394 minutes: pr_auc.macro=0.6543
2018-03-16 03:48:04,537 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate micro-average of precision: unsupported operand type(s) for *: 'NoneType' and 'int'
2018-03-16 03:48:04,537 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate macro-average of precision: unsupported operand type(s) for +: 'float' and 'NoneType'
2018-03-16 03:48:04,538 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate micro-average of f1: unsupported operand type(s) for *: 'NoneType' and 'int'
2018-03-16 03:48:04,538 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate macro-average of f1: unsupported operand type(s) for +: 'float' and 'NoneType'
2018-03-16 03:48:24,773 DEBUG:revscoring.utilities.tune -- Cross-validated GradientBoosting with n_estimators=100, max_depth=3, max_features="log2", learning_rate=0.01 in 49.065 minutes: pr_auc.macro=0.6133
2018-03-16 04:01:06,210 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate micro-average of precision: unsupported operand type(s) for *: 'NoneType' and 'int'
2018-03-16 04:01:06,210 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate macro-average of precision: unsupported operand type(s) for +: 'float' and 'NoneType'
2018-03-16 04:01:06,210 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate micro-average of f1: unsupported operand type(s) for *: 'NoneType' and 'int'
2018-03-16 04:01:06,210 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate macro-average of f1: unsupported operand type(s) for +: 'float' and 'NoneType'
2018-03-16 04:01:26,832 DEBUG:revscoring.utilities.tune -- Cross-validated GradientBoosting with n_estimators=100, max_depth=4, max_features="log2", learning_rate=0.01 in 62.006 minutes: pr_auc.macro=0.6467
2018-03-16 04:18:24,057 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate micro-average of precision: unsupported operand type(s) for *: 'NoneType' and 'int'
2018-03-16 04:18:24,057 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate macro-average of precision: unsupported operand type(s) for +: 'float' and 'NoneType'
2018-03-16 04:18:24,058 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate micro-average of f1: unsupported operand type(s) for *: 'NoneType' and 'int'
2018-03-16 04:18:24,058 WARNING:revscoring.scoring.statistics.classification.micro_macro_stats -- Could not generate macro-average of f1: unsupported operand type(s) for +: 'float' and 'NoneType'
2018-03-16 04:18:43,902 DEBUG:revscoring.utilities.tune -- Cross-validated GradientBoosting with n_estimators=100, max_depth=5, max_features="log2", learning_rate=0.01 in 79.201 minutes: pr_auc.macro=0.6738
2018-03-16 04:19:11,498 DEBUG:revscoring.utilities.tune -- Cross-validated GradientBoosting with n_estimators=100, max_depth=5, max_features="log2", learning_rate=0.1 in 79.197 minutes: pr_auc.macro=0.754