34539
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
4781.25
usercpu_time_millis_training
4703.125
usercpu_time_millis_training
5046.875
usercpu_time_millis_training
4859.375
usercpu_time_millis_training
5500.0
usercpu_time_millis_training
5187.5
usercpu_time_millis_training
5593.75
usercpu_time_millis_training
5078.125
usercpu_time_millis_training
5015.625
usercpu_time_millis_training
5625.0
wall_clock_time_millis_training
1892.892837524414
wall_clock_time_millis_training
1904.907464981079
wall_clock_time_millis_training
1871.927261352539
wall_clock_time_millis_training
1845.9432125091553
wall_clock_time_millis_training
1864.9318218231201
wall_clock_time_millis_training
1883.9211463928223
wall_clock_time_millis_training
1852.937936782837
wall_clock_time_millis_training
1920.9003448486328
wall_clock_time_millis_training
1900.9106159210205
wall_clock_time_millis_training
1851.938009262085
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
140.625
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
171.875
usercpu_time_millis_testing
109.375
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
187.5
usercpu_time_millis
4843.75
usercpu_time_millis
4828.125
usercpu_time_millis
5171.875
usercpu_time_millis
5000.0
usercpu_time_millis
5625.0
usercpu_time_millis
5312.5
usercpu_time_millis
5765.625
usercpu_time_millis
5187.5
usercpu_time_millis
5140.625
usercpu_time_millis
5812.5
wall_clock_time_millis_testing
58.96615982055664
wall_clock_time_millis_testing
50.97031593322754
wall_clock_time_millis_testing
50.97007751464844
wall_clock_time_millis_testing
45.972585678100586
wall_clock_time_millis_testing
46.97227478027344
wall_clock_time_millis_testing
53.969621658325195
wall_clock_time_millis_testing
46.97155952453613
wall_clock_time_millis_testing
49.970388412475586
wall_clock_time_millis_testing
47.97220230102539
wall_clock_time_millis_testing
48.97141456604004
wall_clock_time_millis
1951.8589973449707
wall_clock_time_millis
1955.8777809143066
wall_clock_time_millis
1922.8973388671875
wall_clock_time_millis
1891.9157981872559
wall_clock_time_millis
1911.9040966033936
wall_clock_time_millis
1937.8907680511475
wall_clock_time_millis
1899.909496307373
wall_clock_time_millis
1970.8707332611084
wall_clock_time_millis
1948.882818222046
wall_clock_time_millis
1900.909423828125
predictive_accuracy
0.9459871833994508
predictive_accuracy
0.9456820262435154
predictive_accuracy
0.9441562404638388
predictive_accuracy
0.9478181263350626
predictive_accuracy
0.9465974977113213
predictive_accuracy
0.9456820262435154
predictive_accuracy
0.946292340555386
predictive_accuracy
0.9465974977113213
predictive_accuracy
0.9465974977113213
predictive_accuracy
0.9462759462759462