10101
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
0
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
109.375
usercpu_time_millis_training
156.25
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
wall_clock_time_millis_training
108.93702507019043
wall_clock_time_millis_training
170.90392112731934
wall_clock_time_millis_training
118.95394325256348
wall_clock_time_millis_training
118.91317367553711
wall_clock_time_millis_training
122.92861938476562
wall_clock_time_millis_training
118.94941329956055
wall_clock_time_millis_training
120.92852592468262
wall_clock_time_millis_training
113.93356323242188
wall_clock_time_millis_training
120.92971801757812
wall_clock_time_millis_training
110.95476150512695
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis
109.375
usercpu_time_millis
156.25
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
109.375
usercpu_time_millis
125.0
usercpu_time_millis
109.375
usercpu_time_millis
125.0
usercpu_time_millis
109.375
wall_clock_time_millis_testing
2.979755401611328
wall_clock_time_millis_testing
3.000020980834961
wall_clock_time_millis_testing
1.9998550415039062
wall_clock_time_millis_testing
2.997875213623047
wall_clock_time_millis_testing
3.0002593994140625
wall_clock_time_millis_testing
1.9824504852294922
wall_clock_time_millis_testing
2.997875213623047
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
1.9807815551757812
wall_clock_time_millis
111.91678047180176
wall_clock_time_millis
173.9039421081543
wall_clock_time_millis
120.95379829406738
wall_clock_time_millis
121.91104888916016
wall_clock_time_millis
125.92887878417969
wall_clock_time_millis
120.93186378479004
wall_clock_time_millis
123.92640113830566
wall_clock_time_millis
115.93246459960938
wall_clock_time_millis
122.92909622192383
wall_clock_time_millis
112.93554306030273
predictive_accuracy
0.7866666666666666
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.76
predictive_accuracy
0.7866666666666666
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.7866666666666666
predictive_accuracy
0.7837837837837838
predictive_accuracy
0.7702702702702703