18
19167
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19167
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"}}]
19167
verbose
false
19167
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
bootstrap
true
19095
ccp_alpha
0.0
19095
class_weight
null
19095
criterion
"gini"
19095
max_depth
null
19095
max_features
"auto"
19095
max_leaf_nodes
null
19095
max_samples
null
19095
min_impurity_decrease
0.0
19095
min_samples_leaf
1
19095
min_samples_split
2
19095
min_weight_fraction_leaf
0.0
19095
n_estimators
100
19095
n_jobs
null
19095
oob_score
false
19095
random_state
0
19095
verbose
0
19095
warm_start
false
19095
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
359.375
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
328.125
usercpu_time_millis_training
375.0
usercpu_time_millis_training
593.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
390.625
usercpu_time_millis_training
359.375
usercpu_time_millis_training
375.0
wall_clock_time_millis_training
347.7795124053955
wall_clock_time_millis_training
342.8001403808594
wall_clock_time_millis_training
341.80355072021484
wall_clock_time_millis_training
339.80417251586914
wall_clock_time_millis_training
364.76874351501465
wall_clock_time_millis_training
582.664966583252
wall_clock_time_millis_training
348.82092475891113
wall_clock_time_millis_training
381.78062438964844
wall_clock_time_millis_training
372.76601791381836
wall_clock_time_millis_training
372.79415130615234
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis
375.0
usercpu_time_millis
359.375
usercpu_time_millis
359.375
usercpu_time_millis
359.375
usercpu_time_millis
406.25
usercpu_time_millis
609.375
usercpu_time_millis
375.0
usercpu_time_millis
406.25
usercpu_time_millis
390.625
usercpu_time_millis
390.625
wall_clock_time_millis_testing
17.9901123046875
wall_clock_time_millis_testing
16.99090003967285
wall_clock_time_millis_testing
18.967390060424805
wall_clock_time_millis_testing
16.991138458251953
wall_clock_time_millis_testing
28.981685638427734
wall_clock_time_millis_testing
16.990184783935547
wall_clock_time_millis_testing
17.9901123046875
wall_clock_time_millis_testing
18.985986709594727
wall_clock_time_millis_testing
19.008636474609375
wall_clock_time_millis_testing
18.979787826538086
wall_clock_time_millis
365.769624710083
wall_clock_time_millis
359.7910404205322
wall_clock_time_millis
360.77094078063965
wall_clock_time_millis
356.7953109741211
wall_clock_time_millis
393.7504291534424
wall_clock_time_millis
599.6551513671875
wall_clock_time_millis
366.81103706359863
wall_clock_time_millis
400.76661109924316
wall_clock_time_millis
391.77465438842773
wall_clock_time_millis
391.77393913269043
predictive_accuracy
0.67
predictive_accuracy
0.7
predictive_accuracy
0.695
predictive_accuracy
0.75
predictive_accuracy
0.695
predictive_accuracy
0.755
predictive_accuracy
0.705
predictive_accuracy
0.71
predictive_accuracy
0.685
predictive_accuracy
0.69