10101
19174
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19174
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"}}]
19174
verbose
false
19174
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
categorical_features
null
19175
early_stopping
"auto"
19175
l2_regularization
0.0
19175
learning_rate
0.1
19175
loss
"auto"
19175
max_bins
255
19175
max_depth
null
19175
max_iter
100
19175
max_leaf_nodes
31
19175
min_samples_leaf
20
19175
monotonic_cst
null
19175
n_iter_no_change
10
19175
random_state
2174
19175
scoring
"loss"
19175
tol
1e-07
19175
validation_fraction
0.1
19175
verbose
0
19175
warm_start
false
19175
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
2453.125
usercpu_time_millis_training
2328.125
usercpu_time_millis_training
1734.375
usercpu_time_millis_training
2593.75
usercpu_time_millis_training
2046.875
usercpu_time_millis_training
2796.875
usercpu_time_millis_training
2484.375
usercpu_time_millis_training
1796.875
usercpu_time_millis_training
2187.5
usercpu_time_millis_training
2328.125
wall_clock_time_millis_training
731.5809726715088
wall_clock_time_millis_training
729.5818328857422
wall_clock_time_millis_training
730.5817604064941
wall_clock_time_millis_training
759.5651149749756
wall_clock_time_millis_training
728.5821437835693
wall_clock_time_millis_training
730.5817604064941
wall_clock_time_millis_training
723.5841751098633
wall_clock_time_millis_training
726.5822887420654
wall_clock_time_millis_training
756.5658092498779
wall_clock_time_millis_training
725.5833148956299
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
31.25
usercpu_time_millis
2453.125
usercpu_time_millis
2328.125
usercpu_time_millis
1781.25
usercpu_time_millis
2625.0
usercpu_time_millis
2046.875
usercpu_time_millis
2859.375
usercpu_time_millis
2484.375
usercpu_time_millis
1843.75
usercpu_time_millis
2187.5
usercpu_time_millis
2359.375
wall_clock_time_millis_testing
8.994817733764648
wall_clock_time_millis_testing
8.995294570922852
wall_clock_time_millis_testing
8.993864059448242
wall_clock_time_millis_testing
9.993553161621094
wall_clock_time_millis_testing
8.995294570922852
wall_clock_time_millis_testing
9.993314743041992
wall_clock_time_millis_testing
9.9945068359375
wall_clock_time_millis_testing
8.994340896606445
wall_clock_time_millis_testing
7.995843887329102
wall_clock_time_millis_testing
8.99362564086914
wall_clock_time_millis
740.5757904052734
wall_clock_time_millis
738.577127456665
wall_clock_time_millis
739.5756244659424
wall_clock_time_millis
769.5586681365967
wall_clock_time_millis
737.5774383544922
wall_clock_time_millis
740.5750751495361
wall_clock_time_millis
733.5786819458008
wall_clock_time_millis
735.5766296386719
wall_clock_time_millis
764.561653137207
wall_clock_time_millis
734.576940536499
predictive_accuracy
0.76
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7066666666666667
predictive_accuracy
0.76
predictive_accuracy
0.8
predictive_accuracy
0.76
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.76
predictive_accuracy
0.7972972972972973
predictive_accuracy
0.7432432432432432