146065
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
20063
19085
splitter
"best"
19085
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
wall_clock_time_millis_training
11.995792388916016
wall_clock_time_millis_training
11.993408203125
wall_clock_time_millis_training
12.993812561035156
wall_clock_time_millis_training
10.993242263793945
wall_clock_time_millis_training
10.997295379638672
wall_clock_time_millis_training
12.990713119506836
wall_clock_time_millis_training
13.990402221679688
wall_clock_time_millis_training
10.993242263793945
wall_clock_time_millis_training
14.013528823852539
wall_clock_time_millis_training
10.991096496582031
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
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
wall_clock_time_millis_testing
2.997875213623047
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
2.9990673065185547
wall_clock_time_millis_testing
2.9990673065185547
wall_clock_time_millis_testing
3.0205249786376953
wall_clock_time_millis_testing
3.0202865600585938
wall_clock_time_millis_testing
4.997491836547852
wall_clock_time_millis_testing
2.9757022857666016
wall_clock_time_millis_testing
4.004716873168945
wall_clock_time_millis
14.993667602539062
wall_clock_time_millis
13.9923095703125
wall_clock_time_millis
14.99319076538086
wall_clock_time_millis
13.9923095703125
wall_clock_time_millis
13.996362686157227
wall_clock_time_millis
16.01123809814453
wall_clock_time_millis
17.01068878173828
wall_clock_time_millis
15.990734100341797
wall_clock_time_millis
16.98923110961914
wall_clock_time_millis
14.995813369750977
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9666666666666667
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9666666666666667