34539
19170
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19170
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"}}]
19170
verbose
false
19170
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
ccp_alpha
0.0
19171
criterion
"friedman_mse"
19171
init
null
19171
learning_rate
0.1
19171
loss
"deviance"
19171
max_depth
3
19171
max_features
null
19171
max_leaf_nodes
null
19171
min_impurity_decrease
0.0
19171
min_samples_leaf
1
19171
min_samples_split
2
19171
min_weight_fraction_leaf
0.0
19171
n_estimators
100
19171
n_iter_no_change
null
19171
random_state
28114
19171
subsample
1.0
19171
tol
0.0001
19171
validation_fraction
0.1
19171
verbose
0
19171
warm_start
false
19171
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
5015.625
usercpu_time_millis_training
5046.875
usercpu_time_millis_training
4937.5
usercpu_time_millis_training
5046.875
usercpu_time_millis_training
5078.125
usercpu_time_millis_training
5062.5
usercpu_time_millis_training
4968.75
usercpu_time_millis_training
4937.5
usercpu_time_millis_training
4906.25
usercpu_time_millis_training
4921.875
wall_clock_time_millis_training
5051.100969314575
wall_clock_time_millis_training
5114.052295684814
wall_clock_time_millis_training
5059.099197387695
wall_clock_time_millis_training
5070.093631744385
wall_clock_time_millis_training
5141.052722930908
wall_clock_time_millis_training
5097.101926803589
wall_clock_time_millis_training
5001.15704536438
wall_clock_time_millis_training
5010.104179382324
wall_clock_time_millis_training
4979.145526885986
wall_clock_time_millis_training
5042.13285446167
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis
5031.25
usercpu_time_millis
5078.125
usercpu_time_millis
4953.125
usercpu_time_millis
5062.5
usercpu_time_millis
5093.75
usercpu_time_millis
5078.125
usercpu_time_millis
4984.375
usercpu_time_millis
4953.125
usercpu_time_millis
4937.5
usercpu_time_millis
4937.5
wall_clock_time_millis_testing
20.009994506835938
wall_clock_time_millis_testing
20.9810733795166
wall_clock_time_millis_testing
18.967390060424805
wall_clock_time_millis_testing
18.01133155822754
wall_clock_time_millis_testing
18.990039825439453
wall_clock_time_millis_testing
20.986080169677734
wall_clock_time_millis_testing
18.967628479003906
wall_clock_time_millis_testing
18.012285232543945
wall_clock_time_millis_testing
19.989490509033203
wall_clock_time_millis_testing
19.96612548828125
wall_clock_time_millis
5071.110963821411
wall_clock_time_millis
5135.033369064331
wall_clock_time_millis
5078.06658744812
wall_clock_time_millis
5088.104963302612
wall_clock_time_millis
5160.042762756348
wall_clock_time_millis
5118.088006973267
wall_clock_time_millis
5020.124673843384
wall_clock_time_millis
5028.116464614868
wall_clock_time_millis
4999.1350173950195
wall_clock_time_millis
5062.098979949951
predictive_accuracy
0.9432407689960329
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9435459261519683
predictive_accuracy
0.9429356118400977
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9429356118400977
predictive_accuracy
0.9432407689960329
predictive_accuracy
0.9429356118400977
predictive_accuracy
0.942325297528227
predictive_accuracy
0.9416971916971917