146227
8315
memory
null
8315
axis
0
8316
categorical_features
[2, 4, 5, 19]
8316
copy
true
8316
fill_empty
0
8316
missing_values
"NaN"
8316
strategy
"mean"
8316
strategy_nominal
"most_frequent"
8316
verbose
0
8316
categorical_features
[2, 4, 5, 19]
7644
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7644
handle_unknown
"ignore"
7644
n_values
"auto"
7644
sparse
true
7644
threshold
0.0
7645
bootstrap
false
7684
class_weight
null
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criterion
"gini"
7684
max_depth
null
7684
max_features
0.6510073713402208
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max_leaf_nodes
null
7684
min_impurity_decrease
0.0
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min_impurity_split
null
7684
min_samples_leaf
9
7684
min_samples_split
4
7684
min_weight_fraction_leaf
0.0
7684
n_estimators
500
7684
n_jobs
1
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oob_score
false
7684
random_state
1
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verbose
0
7684
warm_start
false
7684
openml-python
Sklearn_0.19.1.
study_98
usercpu_time_millis_training
35337.22160099933
usercpu_time_millis_training
35455.384717002744
usercpu_time_millis_training
36160.038141999394
usercpu_time_millis_training
35381.788786999095
usercpu_time_millis_training
36687.13313199987
usercpu_time_millis_training
36142.272459001106
usercpu_time_millis_training
36494.31082400042
usercpu_time_millis_training
34634.71644099991
usercpu_time_millis_training
35987.06052799753
usercpu_time_millis_training
35978.332366998075
usercpu_time_millis_testing
220.38807900025859
usercpu_time_millis_testing
196.04288100163103
usercpu_time_millis_testing
198.27939400056493
usercpu_time_millis_testing
199.7789989982266
usercpu_time_millis_testing
205.52140899962978
usercpu_time_millis_testing
192.85079600012978
usercpu_time_millis_testing
197.63839100050973
usercpu_time_millis_testing
195.0535680007306
usercpu_time_millis_testing
201.1365520011168
usercpu_time_millis_testing
194.4884219992673
usercpu_time_millis
35557.60967999959
usercpu_time_millis
35651.427598004375
usercpu_time_millis
36358.31753599996
usercpu_time_millis
35581.56778599732
usercpu_time_millis
36892.6545409995
usercpu_time_millis
36335.123255001236
usercpu_time_millis
36691.94921500093
usercpu_time_millis
34829.77000900064
usercpu_time_millis
36188.197079998645
usercpu_time_millis
36172.82078899734
predictive_accuracy
0.94
predictive_accuracy
0.94
predictive_accuracy
0.966
predictive_accuracy
0.948
predictive_accuracy
0.95
predictive_accuracy
0.934
predictive_accuracy
0.942
predictive_accuracy
0.938
predictive_accuracy
0.938
predictive_accuracy
0.95