3492
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memory
null
8890
n_jobs
null
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remainder
"passthrough"
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sparse_threshold
0.3
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transformer_weights
null
8891
memory
null
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axis
0
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copy
true
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missing_values
"NaN"
8893
strategy
"mean"
8893
verbose
0
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copy
true
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with_mean
true
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with_std
true
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memory
null
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copy
true
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fill_value
-1
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missing_values
NaN
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strategy
"constant"
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verbose
0
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categorical_features
null
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categories
null
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
null
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sparse
true
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threshold
0.0
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criterion
"mse"
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init
null
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learning_rate
0.01083835503513335
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loss
"deviance"
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max_depth
4
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max_features
0.6436071858580557
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max_leaf_nodes
null
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min_impurity_decrease
0.9470789479530776
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min_impurity_split
null
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min_samples_leaf
12
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min_samples_split
8
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min_weight_fraction_leaf
0.08504453460389205
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n_estimators
110
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n_iter_no_change
404
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presort
"auto"
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random_state
1567
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subsample
0.9934048073424545
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tol
0.008143168346400132
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validation_fraction
0.137387955596303
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verbose
0
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warm_start
false
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openml-python
Sklearn_0.20.2.
usercpu_time_millis_training
61.01030300487764
usercpu_time_millis_training
58.69737500324845
usercpu_time_millis_training
58.32611799996812
usercpu_time_millis_training
57.14773898944259
usercpu_time_millis_training
53.54263000481296
usercpu_time_millis_training
53.33171598613262
usercpu_time_millis_training
52.5031840079464
usercpu_time_millis_training
52.825338003458455
usercpu_time_millis_training
52.325455006211996
usercpu_time_millis_training
52.54989299282897
usercpu_time_millis_testing
3.489107999484986
usercpu_time_millis_testing
3.291877990704961
usercpu_time_millis_testing
3.283696001744829
usercpu_time_millis_testing
2.9647540068253875
usercpu_time_millis_testing
2.961541002150625
usercpu_time_millis_testing
2.9912769969087094
usercpu_time_millis_testing
3.1090420088730752
usercpu_time_millis_testing
3.1068200041772798
usercpu_time_millis_testing
2.941656988696195
usercpu_time_millis_testing
2.995010989252478
usercpu_time_millis
64.49941100436263
usercpu_time_millis
61.989252993953414
usercpu_time_millis
61.60981400171295
usercpu_time_millis
60.112492996267974
usercpu_time_millis
56.50417100696359
usercpu_time_millis
56.32299298304133
usercpu_time_millis
55.61222601681948
usercpu_time_millis
55.932158007635735
usercpu_time_millis
55.26711199490819
usercpu_time_millis
55.54490398208145
predictive_accuracy
0.5
predictive_accuracy
0.5
predictive_accuracy
0.5
predictive_accuracy
0.5
predictive_accuracy
0.5
predictive_accuracy
0.5
predictive_accuracy
0.4909090909090909
predictive_accuracy
0.4909090909090909
predictive_accuracy
0.509090909090909
predictive_accuracy
0.509090909090909