3954
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
18499
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
4906.25
usercpu_time_millis_training
3375.0
usercpu_time_millis_training
4046.875
usercpu_time_millis_training
5187.5
usercpu_time_millis_training
4765.625
usercpu_time_millis_training
5078.125
usercpu_time_millis_training
5187.5
usercpu_time_millis_training
5046.875
usercpu_time_millis_training
4984.375
usercpu_time_millis_training
4921.875
wall_clock_time_millis_training
1637.0396614074707
wall_clock_time_millis_training
1931.8928718566895
wall_clock_time_millis_training
1802.9654026031494
wall_clock_time_millis_training
1653.052568435669
wall_clock_time_millis_training
1617.072343826294
wall_clock_time_millis_training
1645.056962966919
wall_clock_time_millis_training
1628.0672550201416
wall_clock_time_millis_training
1659.0499877929688
wall_clock_time_millis_training
1686.033010482788
wall_clock_time_millis_training
1704.023838043213
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
62.5
usercpu_time_millis
4953.125
usercpu_time_millis
3421.875
usercpu_time_millis
4109.375
usercpu_time_millis
5312.5
usercpu_time_millis
4843.75
usercpu_time_millis
5125.0
usercpu_time_millis
5250.0
usercpu_time_millis
5046.875
usercpu_time_millis
4984.375
usercpu_time_millis
4984.375
wall_clock_time_millis_testing
21.9876766204834
wall_clock_time_millis_testing
25.985002517700195
wall_clock_time_millis_testing
24.98602867126465
wall_clock_time_millis_testing
20.987272262573242
wall_clock_time_millis_testing
20.987510681152344
wall_clock_time_millis_testing
21.9881534576416
wall_clock_time_millis_testing
20.986557006835938
wall_clock_time_millis_testing
23.98681640625
wall_clock_time_millis_testing
21.986961364746094
wall_clock_time_millis_testing
21.98624610900879
wall_clock_time_millis
1659.027338027954
wall_clock_time_millis
1957.8778743743896
wall_clock_time_millis
1827.951431274414
wall_clock_time_millis
1674.0398406982422
wall_clock_time_millis
1638.0598545074463
wall_clock_time_millis
1667.0451164245605
wall_clock_time_millis
1649.0538120269775
wall_clock_time_millis
1683.0368041992188
wall_clock_time_millis
1708.0199718475342
wall_clock_time_millis
1726.0100841522217
predictive_accuracy
0.8838065194532071
predictive_accuracy
0.882229232386961
predictive_accuracy
0.8827549947423764
predictive_accuracy
0.8848580441640379
predictive_accuracy
0.880651945320715
predictive_accuracy
0.882229232386961
predictive_accuracy
0.879074658254469
predictive_accuracy
0.8774973711882229
predictive_accuracy
0.8885383806519453
predictive_accuracy
0.8774973711882229