14
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memory
null
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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
"mean"
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strategy_nominal
"most_frequent"
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verbose
0
8316
categorical_features
[]
7644
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
true
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threshold
0.0
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bootstrap
true
7684
class_weight
null
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criterion
"gini"
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max_depth
null
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max_features
0.8298294847142658
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max_leaf_nodes
null
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min_impurity_decrease
0.0
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min_impurity_split
null
7684
min_samples_leaf
2
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min_samples_split
11
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min_weight_fraction_leaf
0.0
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n_estimators
500
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n_jobs
1
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oob_score
false
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random_state
1
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verbose
0
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warm_start
false
7684
openml-python
Sklearn_0.19.1.
study_98
usercpu_time_millis_training
41388.714160000745
usercpu_time_millis_training
40699.528782000925
usercpu_time_millis_training
40532.6516770001
usercpu_time_millis_training
40761.79984400005
usercpu_time_millis_training
41127.46386300023
usercpu_time_millis_training
41392.761954999514
usercpu_time_millis_training
40064.28796
usercpu_time_millis_training
41162.762392999866
usercpu_time_millis_training
41215.80077300132
usercpu_time_millis_training
40697.08284099943
usercpu_time_millis_testing
92.56391900089511
usercpu_time_millis_testing
92.19934300017485
usercpu_time_millis_testing
91.80849399854196
usercpu_time_millis_testing
90.50592000130564
usercpu_time_millis_testing
91.67707899905508
usercpu_time_millis_testing
97.71728499981691
usercpu_time_millis_testing
91.78612899995642
usercpu_time_millis_testing
90.09976299967093
usercpu_time_millis_testing
90.87118099887448
usercpu_time_millis_testing
92.19860600023821
usercpu_time_millis
41481.27807900164
usercpu_time_millis
40791.7281250011
usercpu_time_millis
40624.460170998645
usercpu_time_millis
40852.30576400136
usercpu_time_millis
41219.140941999285
usercpu_time_millis
41490.47923999933
usercpu_time_millis
40156.07408899996
usercpu_time_millis
41252.86215599954
usercpu_time_millis
41306.671954000194
usercpu_time_millis
40789.28144699967
predictive_accuracy
0.795
predictive_accuracy
0.805
predictive_accuracy
0.79
predictive_accuracy
0.825
predictive_accuracy
0.785
predictive_accuracy
0.82
predictive_accuracy
0.82
predictive_accuracy
0.83
predictive_accuracy
0.86
predictive_accuracy
0.76