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
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
1546.875
usercpu_time_millis_training
1421.875
usercpu_time_millis_training
2000.0
usercpu_time_millis_training
1546.875
usercpu_time_millis_training
1296.875
usercpu_time_millis_training
1906.25
usercpu_time_millis_training
1578.125
usercpu_time_millis_training
1468.75
usercpu_time_millis_training
1968.75
usercpu_time_millis_training
1468.75
wall_clock_time_millis_training
573.6715793609619
wall_clock_time_millis_training
538.6919975280762
wall_clock_time_millis_training
542.6895618438721
wall_clock_time_millis_training
536.6916656494141
wall_clock_time_millis_training
583.6670398712158
wall_clock_time_millis_training
542.6902770996094
wall_clock_time_millis_training
547.6870536804199
wall_clock_time_millis_training
531.6963195800781
wall_clock_time_millis_training
550.684928894043
wall_clock_time_millis_training
536.6923809051514
usercpu_time_millis_testing
31.25
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
31.25
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
31.25
usercpu_time_millis
1578.125
usercpu_time_millis
1468.75
usercpu_time_millis
2062.5
usercpu_time_millis
1578.125
usercpu_time_millis
1328.125
usercpu_time_millis
1968.75
usercpu_time_millis
1609.375
usercpu_time_millis
1515.625
usercpu_time_millis
2015.625
usercpu_time_millis
1500.0
wall_clock_time_millis_testing
14.990091323852539
wall_clock_time_millis_testing
15.990257263183594
wall_clock_time_millis_testing
14.990806579589844
wall_clock_time_millis_testing
22.987842559814453
wall_clock_time_millis_testing
16.988515853881836
wall_clock_time_millis_testing
14.99032974243164
wall_clock_time_millis_testing
14.989852905273438
wall_clock_time_millis_testing
14.990806579589844
wall_clock_time_millis_testing
15.989303588867188
wall_clock_time_millis_testing
15.990018844604492
wall_clock_time_millis
588.6616706848145
wall_clock_time_millis
554.6822547912598
wall_clock_time_millis
557.6803684234619
wall_clock_time_millis
559.6795082092285
wall_clock_time_millis
600.6555557250977
wall_clock_time_millis
557.680606842041
wall_clock_time_millis
562.6769065856934
wall_clock_time_millis
546.687126159668
wall_clock_time_millis
566.6742324829102
wall_clock_time_millis
552.6823997497559
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