14
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memory
null
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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
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add_indicator
false
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copy
true
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fill_value
-1
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missing_values
NaN
17407
strategy
"constant"
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verbose
0
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base_score
0.5
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booster
"gbtree"
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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
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max_depth
3
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min_child_weight
1
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missing
null
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n_estimators
100
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n_jobs
1
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nthread
null
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objective
"multi:softprob"
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random_state
42
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reg_alpha
0
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reg_lambda
1
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scale_pos_weight
1
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seed
null
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silent
null
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subsample
1
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verbosity
1
17489
openml-python
Sklearn_0.21.2.
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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
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usercpu_time_millis
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wall_clock_time_millis_testing
8.197546005249023
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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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
0.85
predictive_accuracy
0.785
predictive_accuracy
0.81
predictive_accuracy
0.87
predictive_accuracy
0.855
predictive_accuracy
0.86
predictive_accuracy
0.825
predictive_accuracy
0.895
predictive_accuracy
0.835
predictive_accuracy
0.79