37
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
0
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
0.0
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
wall_clock_time_millis_training
8.99362564086914
wall_clock_time_millis_training
8.01706314086914
wall_clock_time_millis_training
9.992599487304688
wall_clock_time_millis_training
11.972427368164062
wall_clock_time_millis_training
7.993936538696289
wall_clock_time_millis_training
9.971141815185547
wall_clock_time_millis_training
11.992216110229492
wall_clock_time_millis_training
16.99519157409668
wall_clock_time_millis_training
11.012792587280273
wall_clock_time_millis_training
8.974075317382812
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
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
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
0.0
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis
15.625
usercpu_time_millis
15.625
wall_clock_time_millis_testing
1.9998550415039062
wall_clock_time_millis_testing
1.0008811950683594
wall_clock_time_millis_testing
2.000093460083008
wall_clock_time_millis_testing
1.9996166229248047
wall_clock_time_millis_testing
1.9769668579101562
wall_clock_time_millis_testing
2.9997825622558594
wall_clock_time_millis_testing
2.9990673065185547
wall_clock_time_millis_testing
1.9981861114501953
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
2.000570297241211
wall_clock_time_millis
10.993480682373047
wall_clock_time_millis
9.0179443359375
wall_clock_time_millis
11.992692947387695
wall_clock_time_millis
13.972043991088867
wall_clock_time_millis
9.970903396606445
wall_clock_time_millis
12.970924377441406
wall_clock_time_millis
14.991283416748047
wall_clock_time_millis
18.993377685546875
wall_clock_time_millis
13.011693954467773
wall_clock_time_millis
10.974645614624023
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6623376623376623
predictive_accuracy
0.7402597402597403
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.6883116883116883
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.6710526315789473
predictive_accuracy
0.6710526315789473