59
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
38101
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
1984.375
usercpu_time_millis_training
1671.875
usercpu_time_millis_training
1437.5
usercpu_time_millis_training
1984.375
usercpu_time_millis_training
2000.0
usercpu_time_millis_training
1546.875
usercpu_time_millis_training
2015.625
usercpu_time_millis_training
1859.375
usercpu_time_millis_training
1296.875
usercpu_time_millis_training
2109.375
wall_clock_time_millis_training
538.6698246002197
wall_clock_time_millis_training
552.6828765869141
wall_clock_time_millis_training
565.6766891479492
wall_clock_time_millis_training
582.6668739318848
wall_clock_time_millis_training
567.6743984222412
wall_clock_time_millis_training
552.6831150054932
wall_clock_time_millis_training
571.6738700866699
wall_clock_time_millis_training
565.6754970550537
wall_clock_time_millis_training
596.6601371765137
wall_clock_time_millis_training
561.6781711578369
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis
2046.875
usercpu_time_millis
1718.75
usercpu_time_millis
1484.375
usercpu_time_millis
2046.875
usercpu_time_millis
2031.25
usercpu_time_millis
1578.125
usercpu_time_millis
2078.125
usercpu_time_millis
1859.375
usercpu_time_millis
1343.75
usercpu_time_millis
2171.875
wall_clock_time_millis_testing
14.990568161010742
wall_clock_time_millis_testing
14.991283416748047
wall_clock_time_millis_testing
14.99176025390625
wall_clock_time_millis_testing
15.989303588867188
wall_clock_time_millis_testing
14.991521835327148
wall_clock_time_millis_testing
15.98978042602539
wall_clock_time_millis_testing
15.990257263183594
wall_clock_time_millis_testing
14.990806579589844
wall_clock_time_millis_testing
14.98866081237793
wall_clock_time_millis_testing
14.991044998168945
wall_clock_time_millis
553.6603927612305
wall_clock_time_millis
567.6741600036621
wall_clock_time_millis
580.6684494018555
wall_clock_time_millis
598.656177520752
wall_clock_time_millis
582.6659202575684
wall_clock_time_millis
568.6728954315186
wall_clock_time_millis
587.6641273498535
wall_clock_time_millis
580.6663036346436
wall_clock_time_millis
611.6487979888916
wall_clock_time_millis
576.6692161560059
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0