14
8834
memory
null
8834
n_jobs
null
8835
remainder
"passthrough"
8835
sparse_threshold
0.3
8835
transformer_weights
null
8835
memory
null
8836
axis
0
8837
copy
true
8837
missing_values
"NaN"
8837
strategy
"median"
8837
verbose
0
8837
copy
true
8838
with_mean
true
8838
with_std
true
8838
memory
null
8839
copy
true
8840
fill_value
-1
8840
missing_values
NaN
8840
strategy
"constant"
8840
verbose
0
8840
categorical_features
null
8841
categories
null
8841
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8841
handle_unknown
"ignore"
8841
n_values
null
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sparse
true
8841
threshold
0.0
8842
criterion
"friedman_mse"
8843
init
null
8843
learning_rate
0.1682254422342914
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loss
"deviance"
8843
max_depth
3
8843
max_features
0.8364585080768214
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max_leaf_nodes
null
8843
min_impurity_decrease
0.7373416575937288
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min_impurity_split
null
8843
min_samples_leaf
14
8843
min_samples_split
6
8843
min_weight_fraction_leaf
0.26019344436026376
8843
n_estimators
287
8843
n_iter_no_change
923
8843
presort
"auto"
8843
random_state
63493
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subsample
0.10902484191028239
8843
tol
0.03541705931876363
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validation_fraction
0.6050555821670931
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verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
usercpu_time_millis_training
2936.5029920008965
usercpu_time_millis_training
2954.475835998892
usercpu_time_millis_training
2931.1162779995357
usercpu_time_millis_training
2935.460723005235
usercpu_time_millis_training
2929.8505799961276
usercpu_time_millis_training
2934.5855779974954
usercpu_time_millis_training
2929.7419270005776
usercpu_time_millis_training
2934.803750998981
usercpu_time_millis_training
2930.14109700016
usercpu_time_millis_training
2932.1648460027063
usercpu_time_millis_testing
6.052347998775076
usercpu_time_millis_testing
5.810765003843699
usercpu_time_millis_testing
5.903152996324934
usercpu_time_millis_testing
5.8553100025164895
usercpu_time_millis_testing
6.190116000652779
usercpu_time_millis_testing
5.68991199543234
usercpu_time_millis_testing
6.166362996737007
usercpu_time_millis_testing
5.885386002773885
usercpu_time_millis_testing
5.941980998613872
usercpu_time_millis_testing
5.872410001757089
usercpu_time_millis
2942.5553399996716
usercpu_time_millis
2960.2866010027356
usercpu_time_millis
2937.0194309958606
usercpu_time_millis
2941.3160330077517
usercpu_time_millis
2936.0406959967804
usercpu_time_millis
2940.2754899929278
usercpu_time_millis
2935.9082899973146
usercpu_time_millis
2940.6891370017547
usercpu_time_millis
2936.0830779987737
usercpu_time_millis
2938.0372560044634
predictive_accuracy
0.71
predictive_accuracy
0.71
predictive_accuracy
0.72
predictive_accuracy
0.73
predictive_accuracy
0.735
predictive_accuracy
0.725
predictive_accuracy
0.74
predictive_accuracy
0.74
predictive_accuracy
0.74
predictive_accuracy
0.675