3954
19170
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19170
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"}}]
19170
verbose
false
19170
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
19171
criterion
"friedman_mse"
19171
init
null
19171
learning_rate
0.1
19171
loss
"deviance"
19171
max_depth
3
19171
max_features
null
19171
max_leaf_nodes
null
19171
min_impurity_decrease
0.0
19171
min_samples_leaf
1
19171
min_samples_split
2
19171
min_weight_fraction_leaf
0.0
19171
n_estimators
100
19171
n_iter_no_change
null
19171
random_state
37957
19171
subsample
1.0
19171
tol
0.0001
19171
validation_fraction
0.1
19171
verbose
0
19171
warm_start
false
19171
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
6671.875
usercpu_time_millis_training
6656.25
usercpu_time_millis_training
6812.5
usercpu_time_millis_training
6593.75
usercpu_time_millis_training
6640.625
usercpu_time_millis_training
6734.375
usercpu_time_millis_training
6593.75
usercpu_time_millis_training
6734.375
usercpu_time_millis_training
6750.0
usercpu_time_millis_training
6640.625
wall_clock_time_millis_training
6724.14755821228
wall_clock_time_millis_training
6714.12992477417
wall_clock_time_millis_training
6831.084728240967
wall_clock_time_millis_training
6677.173852920532
wall_clock_time_millis_training
6661.202907562256
wall_clock_time_millis_training
6821.090459823608
wall_clock_time_millis_training
6658.1830978393555
wall_clock_time_millis_training
6757.145404815674
wall_clock_time_millis_training
6770.119190216064
wall_clock_time_millis_training
6648.191213607788
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_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
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
6687.5
usercpu_time_millis
6671.875
usercpu_time_millis
6812.5
usercpu_time_millis
6593.75
usercpu_time_millis
6640.625
usercpu_time_millis
6734.375
usercpu_time_millis
6609.375
usercpu_time_millis
6734.375
usercpu_time_millis
6750.0
usercpu_time_millis
6640.625
wall_clock_time_millis_testing
5.994081497192383
wall_clock_time_millis_testing
6.995439529418945
wall_clock_time_millis_testing
6.996631622314453
wall_clock_time_millis_testing
5.997896194458008
wall_clock_time_millis_testing
5.995750427246094
wall_clock_time_millis_testing
6.996393203735352
wall_clock_time_millis_testing
5.998849868774414
wall_clock_time_millis_testing
6.972551345825195
wall_clock_time_millis_testing
5.995273590087891
wall_clock_time_millis_testing
5.995512008666992
wall_clock_time_millis
6730.141639709473
wall_clock_time_millis
6721.125364303589
wall_clock_time_millis
6838.081359863281
wall_clock_time_millis
6683.17174911499
wall_clock_time_millis
6667.198657989502
wall_clock_time_millis
6828.086853027344
wall_clock_time_millis
6664.18194770813
wall_clock_time_millis
6764.117956161499
wall_clock_time_millis
6776.114463806152
wall_clock_time_millis
6654.186725616455
predictive_accuracy
0.8769716088328076
predictive_accuracy
0.8774973711882229
predictive_accuracy
0.868559411146162
predictive_accuracy
0.8717139852786541
predictive_accuracy
0.8711882229232387
predictive_accuracy
0.870136698212408
predictive_accuracy
0.8648790746582544
predictive_accuracy
0.8717139852786541
predictive_accuracy
0.8759200841219769
predictive_accuracy
0.8711882229232387