14
8315
memory
null
8315
axis
0
8316
categorical_features
[]
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
[]
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
7684
criterion
"entropy"
7684
max_depth
null
7684
max_features
0.9211094917959662
7684
max_leaf_nodes
null
7684
min_impurity_decrease
0.0
7684
min_impurity_split
null
7684
min_samples_leaf
16
7684
min_samples_split
20
7684
min_weight_fraction_leaf
0.0
7684
n_estimators
500
7684
n_jobs
1
7684
oob_score
false
7684
random_state
1
7684
verbose
0
7684
warm_start
false
7684
openml-python
Sklearn_0.19.1.
study_98
usercpu_time_millis_training
117359.375
usercpu_time_millis_training
117359.375
usercpu_time_millis_training
116062.5
usercpu_time_millis_training
117562.5
usercpu_time_millis_training
118781.25
usercpu_time_millis_training
113468.75
usercpu_time_millis_training
114453.125
usercpu_time_millis_training
120625.0
usercpu_time_millis_training
115234.375
usercpu_time_millis_training
114421.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis
117421.875
usercpu_time_millis
117421.875
usercpu_time_millis
116140.625
usercpu_time_millis
117640.625
usercpu_time_millis
118828.125
usercpu_time_millis
113515.625
usercpu_time_millis
114515.625
usercpu_time_millis
120671.875
usercpu_time_millis
115296.875
usercpu_time_millis
114484.375
predictive_accuracy
0.755
predictive_accuracy
0.735
predictive_accuracy
0.75
predictive_accuracy
0.775
predictive_accuracy
0.73
predictive_accuracy
0.78
predictive_accuracy
0.795
predictive_accuracy
0.795
predictive_accuracy
0.825
predictive_accuracy
0.78