53
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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
17489
subsample
1
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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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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
188.6313780000819
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
187.95204162597656
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
1.4674510000531882
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
1.4533759999721951
usercpu_time_millis_testing
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usercpu_time_millis_testing
1.5295010000500042
usercpu_time_millis_testing
1.51114499999494
usercpu_time_millis_testing
1.4844550000816525
usercpu_time_millis_testing
1.6564749998906336
usercpu_time_millis
188.67235499988055
usercpu_time_millis
188.28146200007723
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
189.45219100010036
usercpu_time_millis
190.12488299995312
usercpu_time_millis
191.8757580001511
usercpu_time_millis
190.28785299997253
wall_clock_time_millis_testing
1.4693737030029297
wall_clock_time_millis_testing
1.4264583587646484
wall_clock_time_millis_testing
1.4770030975341797
wall_clock_time_millis_testing
1.4832019805908203
wall_clock_time_millis_testing
1.4557838439941406
wall_clock_time_millis_testing
1.5277862548828125
wall_clock_time_millis_testing
1.5323162078857422
wall_clock_time_millis_testing
1.5132427215576172
wall_clock_time_millis_testing
1.4884471893310547
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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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
190.20557403564453
wall_clock_time_millis
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wall_clock_time_millis
190.30070304870605
predictive_accuracy
0.788235294117647
predictive_accuracy
0.7764705882352941
predictive_accuracy
0.7294117647058823
predictive_accuracy
0.788235294117647
predictive_accuracy
0.788235294117647
predictive_accuracy
0.7764705882352941
predictive_accuracy
0.7738095238095238
predictive_accuracy
0.8214285714285714
predictive_accuracy
0.7380952380952381
predictive_accuracy
0.75