34539
19162
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19162
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numerical", "step_name": "numerical"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "model", "step_name": "model"}}]
19162
verbose
false
19162
memory
null
19156
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "Imputer", "step_name": "Imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "scaler", "step_name": "scaler"}}]
19156
verbose
false
19156
add_indicator
false
19084
copy
true
19084
fill_value
null
19084
missing_values
NaN
19084
strategy
"mean"
19084
verbose
0
19084
copy
true
19075
with_mean
true
19075
with_std
true
19075
ccp_alpha
0.0
19085
class_weight
null
19085
criterion
"gini"
19085
max_depth
null
19085
max_features
null
19085
max_leaf_nodes
null
19085
min_impurity_decrease
0.0
19085
min_samples_leaf
1
19085
min_samples_split
2
19085
min_weight_fraction_leaf
0.0
19085
random_state
28032
19085
splitter
"best"
19085
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
406.25
usercpu_time_millis_training
406.25
usercpu_time_millis_training
421.875
usercpu_time_millis_training
421.875
usercpu_time_millis_training
421.875
usercpu_time_millis_training
421.875
usercpu_time_millis_training
390.625
usercpu_time_millis_training
375.0
usercpu_time_millis_training
437.5
usercpu_time_millis_training
406.25
wall_clock_time_millis_training
407.78279304504395
wall_clock_time_millis_training
406.78858757019043
wall_clock_time_millis_training
419.75855827331543
wall_clock_time_millis_training
422.7783679962158
wall_clock_time_millis_training
409.7628593444824
wall_clock_time_millis_training
424.75104331970215
wall_clock_time_millis_training
414.7627353668213
wall_clock_time_millis_training
408.76221656799316
wall_clock_time_millis_training
438.7500286102295
wall_clock_time_millis_training
426.7764091491699
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis
421.875
usercpu_time_millis
421.875
usercpu_time_millis
437.5
usercpu_time_millis
437.5
usercpu_time_millis
421.875
usercpu_time_millis
437.5
usercpu_time_millis
406.25
usercpu_time_millis
375.0
usercpu_time_millis
453.125
usercpu_time_millis
421.875
wall_clock_time_millis_testing
13.994216918945312
wall_clock_time_millis_testing
12.989997863769531
wall_clock_time_millis_testing
13.99540901184082
wall_clock_time_millis_testing
13.97562026977539
wall_clock_time_millis_testing
12.97307014465332
wall_clock_time_millis_testing
13.015508651733398
wall_clock_time_millis_testing
16.01123809814453
wall_clock_time_millis_testing
15.993356704711914
wall_clock_time_millis_testing
13.99087905883789
wall_clock_time_millis_testing
13.970375061035156
wall_clock_time_millis
421.77700996398926
wall_clock_time_millis
419.77858543395996
wall_clock_time_millis
433.75396728515625
wall_clock_time_millis
436.7539882659912
wall_clock_time_millis
422.73592948913574
wall_clock_time_millis
437.76655197143555
wall_clock_time_millis
430.7739734649658
wall_clock_time_millis
424.7555732727051
wall_clock_time_millis
452.7409076690674
wall_clock_time_millis
440.7467842102051
predictive_accuracy
0.9261519682636558
predictive_accuracy
0.9319499542264266
predictive_accuracy
0.9292035398230089
predictive_accuracy
0.9316447970704913
predictive_accuracy
0.9325602685382972
predictive_accuracy
0.9270674397314617
predictive_accuracy
0.9307293256026854
predictive_accuracy
0.9240158681721087
predictive_accuracy
0.9246261824839792
predictive_accuracy
0.9304029304029304