16
18878
Python_3.6.14. Sklearn_0.18.1. NumPy_1.16.6. SciPy_0.19.0.
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "randomforestclassifier", "step_name": "randomforestclassifier"}}]
18878
axis
0
18879
copy
true
18879
missing_values
"NaN"
18879
strategy
"median"
18879
verbose
0
18879
bootstrap
true
18875
class_weight
null
18875
criterion
"gini"
18875
max_depth
null
18875
max_features
"auto"
18875
max_leaf_nodes
null
18875
min_impurity_split
1e-07
18875
min_samples_leaf
1
18875
min_samples_split
2
18875
min_weight_fraction_leaf
0.0
18875
n_estimators
10
18875
n_jobs
1
18875
oob_score
false
18875
random_state
15753
18875
verbose
0
18875
warm_start
false
18875
openml-python
Sklearn_0.18.1.
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.00000000000006
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
93.75000000000011
usercpu_time_millis_training
109.37499999999989
usercpu_time_millis_training
125.0
usercpu_time_millis_training
140.625
usercpu_time_millis_training
140.625
wall_clock_time_millis_training
125.05984306335449
wall_clock_time_millis_training
120.74923515319824
wall_clock_time_millis_training
111.56511306762695
wall_clock_time_millis_training
115.03481864929199
wall_clock_time_millis_training
112.19573020935059
wall_clock_time_millis_training
101.7756462097168
wall_clock_time_millis_training
113.54684829711914
wall_clock_time_millis_training
118.50261688232422
wall_clock_time_millis_training
135.453462600708
wall_clock_time_millis_training
135.941743850708
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
125.0
usercpu_time_millis
125.00000000000006
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
93.75000000000011
usercpu_time_millis
109.37499999999989
usercpu_time_millis
125.0
usercpu_time_millis
140.625
usercpu_time_millis
140.625
wall_clock_time_millis_testing
1.6858577728271484
wall_clock_time_millis_testing
1.5244483947753906
wall_clock_time_millis_testing
1.9860267639160156
wall_clock_time_millis_testing
2.1469593048095703
wall_clock_time_millis_testing
1.6856193542480469
wall_clock_time_millis_testing
1.6350746154785156
wall_clock_time_millis_testing
2.432584762573242
wall_clock_time_millis_testing
2.7604103088378906
wall_clock_time_millis_testing
3.428936004638672
wall_clock_time_millis_testing
2.0782947540283203
wall_clock_time_millis
126.74570083618164
wall_clock_time_millis
122.27368354797363
wall_clock_time_millis
113.55113983154297
wall_clock_time_millis
117.18177795410156
wall_clock_time_millis
113.88134956359863
wall_clock_time_millis
103.41072082519531
wall_clock_time_millis
115.97943305969238
wall_clock_time_millis
121.26302719116211
wall_clock_time_millis
138.88239860534668
wall_clock_time_millis
138.02003860473633
predictive_accuracy
0.93
predictive_accuracy
0.92
predictive_accuracy
0.92
predictive_accuracy
0.915
predictive_accuracy
0.87
predictive_accuracy
0.9
predictive_accuracy
0.95
predictive_accuracy
0.92
predictive_accuracy
0.915
predictive_accuracy
0.885