2073
17488
memory
null
17488
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}]
17488
verbose
false
17488
add_indicator
false
17407
copy
true
17407
fill_value
-1
17407
missing_values
NaN
17407
strategy
"constant"
17407
verbose
0
17407
base_score
0.5
17489
booster
"gbtree"
17489
colsample_bylevel
1
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colsample_bynode
1
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colsample_bytree
1
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gamma
0
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learning_rate
0.1
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max_delta_step
0
17489
max_depth
3
17489
min_child_weight
1
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missing
null
17489
n_estimators
100
17489
n_jobs
1
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nthread
null
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objective
"multi:softprob"
17489
random_state
42
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reg_alpha
0
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reg_lambda
1
17489
scale_pos_weight
1
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seed
null
17489
silent
null
17489
subsample
1
17489
verbosity
1
17489
openml-python
Sklearn_0.21.2.
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
6.894910999999837
usercpu_time_millis
504.5034720000032
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
500.2238040000009
usercpu_time_millis
501.69064099999974
usercpu_time_millis
498.6673499999981
wall_clock_time_millis_testing
6.972312927246094
wall_clock_time_millis_testing
6.935358047485352
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
6.976842880249023
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
6.806612014770508
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
6.478071212768555
wall_clock_time_millis_testing
6.983518600463867
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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predictive_accuracy
0.6711409395973155
predictive_accuracy
0.5906040268456376
predictive_accuracy
0.5704697986577181
predictive_accuracy
0.6174496644295302
predictive_accuracy
0.6283783783783784
predictive_accuracy
0.5675675675675675
predictive_accuracy
0.5878378378378378
predictive_accuracy
0.6216216216216216
predictive_accuracy
0.581081081081081
predictive_accuracy
0.6486486486486487