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
0
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
1796.875
usercpu_time_millis_training
1781.25
usercpu_time_millis_training
2046.875
usercpu_time_millis_training
2171.875
usercpu_time_millis_training
2187.5
usercpu_time_millis_training
1968.75
usercpu_time_millis_training
1843.75
usercpu_time_millis_training
2390.625
usercpu_time_millis_training
1796.875
usercpu_time_millis_training
1781.25
wall_clock_time_millis_training
706.5730094909668
wall_clock_time_millis_training
679.610013961792
wall_clock_time_millis_training
689.6035671234131
wall_clock_time_millis_training
700.598955154419
wall_clock_time_millis_training
682.6090812683105
wall_clock_time_millis_training
680.609941482544
wall_clock_time_millis_training
691.6029453277588
wall_clock_time_millis_training
683.607816696167
wall_clock_time_millis_training
681.6093921661377
wall_clock_time_millis_training
682.610034942627
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis
1796.875
usercpu_time_millis
1828.125
usercpu_time_millis
2109.375
usercpu_time_millis
2171.875
usercpu_time_millis
2250.0
usercpu_time_millis
1968.75
usercpu_time_millis
1843.75
usercpu_time_millis
2437.5
usercpu_time_millis
1796.875
usercpu_time_millis
1828.125
wall_clock_time_millis_testing
9.993553161621094
wall_clock_time_millis_testing
9.993553161621094
wall_clock_time_millis_testing
9.994268417358398
wall_clock_time_millis_testing
9.993791580200195
wall_clock_time_millis_testing
8.995294570922852
wall_clock_time_millis_testing
9.994268417358398
wall_clock_time_millis_testing
8.995294570922852
wall_clock_time_millis_testing
7.994890213012695
wall_clock_time_millis_testing
7.995367050170898
wall_clock_time_millis_testing
8.993387222290039
wall_clock_time_millis
716.5665626525879
wall_clock_time_millis
689.6035671234131
wall_clock_time_millis
699.5978355407715
wall_clock_time_millis
710.5927467346191
wall_clock_time_millis
691.6043758392334
wall_clock_time_millis
690.6042098999023
wall_clock_time_millis
700.5982398986816
wall_clock_time_millis
691.6027069091797
wall_clock_time_millis
689.6047592163086
wall_clock_time_millis
691.603422164917
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