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
true
7684
class_weight
null
7684
criterion
"entropy"
7684
max_depth
null
7684
max_features
0.69734653221081
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
114259.47160000032
usercpu_time_millis_training
111787.61520900116
usercpu_time_millis_training
112630.19399699988
usercpu_time_millis_training
113450.68451399857
usercpu_time_millis_training
113629.37041100122
usercpu_time_millis_training
113363.50034599855
usercpu_time_millis_training
113735.74069099959
usercpu_time_millis_training
114389.92318700002
usercpu_time_millis_training
112808.1606579999
usercpu_time_millis_training
113289.49108300003
usercpu_time_millis_testing
84.97805899969535
usercpu_time_millis_testing
86.35748000051535
usercpu_time_millis_testing
90.43051799926616
usercpu_time_millis_testing
89.90845900007116
usercpu_time_millis_testing
85.58319499934441
usercpu_time_millis_testing
92.30642299917236
usercpu_time_millis_testing
84.39495000129682
usercpu_time_millis_testing
84.44950400007656
usercpu_time_millis_testing
84.63416599988705
usercpu_time_millis_testing
86.82970599875262
usercpu_time_millis
114344.44965900002
usercpu_time_millis
111873.97268900168
usercpu_time_millis
112720.62451499914
usercpu_time_millis
113540.59297299864
usercpu_time_millis
113714.95360600056
usercpu_time_millis
113455.80676899772
usercpu_time_millis
113820.13564100089
usercpu_time_millis
114474.3726910001
usercpu_time_millis
112892.7948239998
usercpu_time_millis
113376.32078899878
predictive_accuracy
0.775
predictive_accuracy
0.78
predictive_accuracy
0.76
predictive_accuracy
0.81
predictive_accuracy
0.775
predictive_accuracy
0.83
predictive_accuracy
0.835
predictive_accuracy
0.795
predictive_accuracy
0.815
predictive_accuracy
0.785