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
0
19085
splitter
"best"
19085
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
468.75
usercpu_time_millis_training
421.875
usercpu_time_millis_training
437.5
usercpu_time_millis_training
437.5
usercpu_time_millis_training
390.625
usercpu_time_millis_training
390.625
usercpu_time_millis_training
390.625
usercpu_time_millis_training
406.25
usercpu_time_millis_training
390.625
usercpu_time_millis_training
421.875
wall_clock_time_millis_training
458.737850189209
wall_clock_time_millis_training
432.7518939971924
wall_clock_time_millis_training
435.7485771179199
wall_clock_time_millis_training
444.7450637817383
wall_clock_time_millis_training
400.76732635498047
wall_clock_time_millis_training
403.766393661499
wall_clock_time_millis_training
393.77379417419434
wall_clock_time_millis_training
403.7902355194092
wall_clock_time_millis_training
407.7448844909668
wall_clock_time_millis_training
422.7333068847656
usercpu_time_millis_testing
0.0
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
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis
468.75
usercpu_time_millis
437.5
usercpu_time_millis
453.125
usercpu_time_millis
453.125
usercpu_time_millis
406.25
usercpu_time_millis
390.625
usercpu_time_millis
406.25
usercpu_time_millis
406.25
usercpu_time_millis
406.25
usercpu_time_millis
437.5
wall_clock_time_millis_testing
13.996124267578125
wall_clock_time_millis_testing
13.994455337524414
wall_clock_time_millis_testing
13.992071151733398
wall_clock_time_millis_testing
13.992786407470703
wall_clock_time_millis_testing
13.998746871948242
wall_clock_time_millis_testing
11.992692947387695
wall_clock_time_millis_testing
20.991802215576172
wall_clock_time_millis_testing
12.97616958618164
wall_clock_time_millis_testing
12.995243072509766
wall_clock_time_millis_testing
12.993097305297852
wall_clock_time_millis
472.7339744567871
wall_clock_time_millis
446.7463493347168
wall_clock_time_millis
449.7406482696533
wall_clock_time_millis
458.737850189209
wall_clock_time_millis
414.7660732269287
wall_clock_time_millis
415.7590866088867
wall_clock_time_millis
414.7655963897705
wall_clock_time_millis
416.7664051055908
wall_clock_time_millis
420.74012756347656
wall_clock_time_millis
435.7264041900635
predictive_accuracy
0.9243210253280439
predictive_accuracy
0.9325602685382972
predictive_accuracy
0.9267622825755264
predictive_accuracy
0.9310344827586207
predictive_accuracy
0.932255111382362
predictive_accuracy
0.927372596887397
predictive_accuracy
0.9295086969789441
predictive_accuracy
0.9206591394568202
predictive_accuracy
0.9282880683552029
predictive_accuracy
0.9282661782661783