146065
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
1687.5
usercpu_time_millis_training
2093.75
usercpu_time_millis_training
1640.625
usercpu_time_millis_training
1421.875
usercpu_time_millis_training
2140.625
usercpu_time_millis_training
1500.0
usercpu_time_millis_training
1906.25
usercpu_time_millis_training
1468.75
usercpu_time_millis_training
1531.25
usercpu_time_millis_training
2234.375
wall_clock_time_millis_training
603.6531925201416
wall_clock_time_millis_training
585.6649875640869
wall_clock_time_millis_training
591.6609764099121
wall_clock_time_millis_training
582.6656818389893
wall_clock_time_millis_training
603.6539077758789
wall_clock_time_millis_training
585.6649875640869
wall_clock_time_millis_training
589.6611213684082
wall_clock_time_millis_training
606.6527366638184
wall_clock_time_millis_training
594.6598052978516
wall_clock_time_millis_training
575.6711959838867
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
31.25
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
1687.5
usercpu_time_millis
2140.625
usercpu_time_millis
1687.5
usercpu_time_millis
1453.125
usercpu_time_millis
2140.625
usercpu_time_millis
1531.25
usercpu_time_millis
1968.75
usercpu_time_millis
1515.625
usercpu_time_millis
1578.125
usercpu_time_millis
2296.875
wall_clock_time_millis_testing
9.994029998779297
wall_clock_time_millis_testing
9.993553161621094
wall_clock_time_millis_testing
9.994029998779297
wall_clock_time_millis_testing
10.99395751953125
wall_clock_time_millis_testing
10.99252700805664
wall_clock_time_millis_testing
10.993719100952148
wall_clock_time_millis_testing
8.994579315185547
wall_clock_time_millis_testing
9.993314743041992
wall_clock_time_millis_testing
9.993314743041992
wall_clock_time_millis_testing
8.994340896606445
wall_clock_time_millis
613.6472225189209
wall_clock_time_millis
595.658540725708
wall_clock_time_millis
601.6550064086914
wall_clock_time_millis
593.6596393585205
wall_clock_time_millis
614.6464347839355
wall_clock_time_millis
596.6587066650391
wall_clock_time_millis
598.6557006835938
wall_clock_time_millis
616.6460514068604
wall_clock_time_millis
604.6531200408936
wall_clock_time_millis
584.6655368804932
predictive_accuracy
0.9344262295081968
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9666666666666667
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.95
predictive_accuracy
0.9833333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9