14
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axis
0
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categorical_features
[]
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copy
true
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fill_empty
0
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missing_values
"NaN"
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strategy
"most_frequent"
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strategy_nominal
"most_frequent"
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verbose
0
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categorical_features
[]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
"auto"
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sparse
false
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threshold
0.0
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algorithm
"SAMME"
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learning_rate
0.060021180249372794
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n_estimators
109
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random_state
63143
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class_weight
null
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criterion
"gini"
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max_depth
3
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max_features
null
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max_leaf_nodes
null
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min_impurity_split
1e-07
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min_samples_leaf
1
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min_samples_split
2
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min_weight_fraction_leaf
0.0
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presort
false
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random_state
15208
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splitter
"best"
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openml-python
Sklearn_0.18.1.
openml-pimp
usercpu_time_millis_training
8092.782539
usercpu_time_millis_training
8364.692902
usercpu_time_millis_training
8317.215425
usercpu_time_millis_training
8352.185522
usercpu_time_millis_training
8347.670012999999
usercpu_time_millis_training
8259.592346999994
usercpu_time_millis_training
8246.075126999998
usercpu_time_millis_training
8267.450983000002
usercpu_time_millis_training
8480.800653000002
usercpu_time_millis_training
8460.295822000006
usercpu_time_millis_testing
16.11969400000035
usercpu_time_millis_testing
15.680609000000345
usercpu_time_millis_testing
15.219137999999077
usercpu_time_millis_testing
15.3032249999967
usercpu_time_millis_testing
15.28593499999431
usercpu_time_millis_testing
15.949038000002247
usercpu_time_millis_testing
15.310346999996227
usercpu_time_millis_testing
15.913500999999997
usercpu_time_millis_testing
15.310284999998203
usercpu_time_millis_testing
15.343977999989988
usercpu_time_millis
8108.902233
usercpu_time_millis
8380.373511000002
usercpu_time_millis
8332.434562999999
usercpu_time_millis
8367.488746999996
usercpu_time_millis
8362.955947999993
usercpu_time_millis
8275.541384999997
usercpu_time_millis
8261.385473999995
usercpu_time_millis
8283.364484000002
usercpu_time_millis
8496.110938
usercpu_time_millis
8475.639799999995
predictive_accuracy
0.765
predictive_accuracy
0.765
predictive_accuracy
0.75
predictive_accuracy
0.79
predictive_accuracy
0.77
predictive_accuracy
0.845
predictive_accuracy
0.785
predictive_accuracy
0.785
predictive_accuracy
0.795
predictive_accuracy
0.78