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
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
125.0
usercpu_time_millis_training
109.375
usercpu_time_millis_training
109.375
usercpu_time_millis_training
93.75
usercpu_time_millis_training
109.375
wall_clock_time_millis_training
108.9177131652832
wall_clock_time_millis_training
115.9517765045166
wall_clock_time_millis_training
105.91530799865723
wall_clock_time_millis_training
108.96039009094238
wall_clock_time_millis_training
105.91936111450195
wall_clock_time_millis_training
111.9542121887207
wall_clock_time_millis_training
106.94098472595215
wall_clock_time_millis_training
106.95695877075195
wall_clock_time_millis_training
104.91657257080078
wall_clock_time_millis_training
107.9404354095459
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
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
125.0
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
93.75
usercpu_time_millis
109.375
wall_clock_time_millis_testing
1.9996166229248047
wall_clock_time_millis_testing
2.001523971557617
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
1.9984245300292969
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
2.9985904693603516
wall_clock_time_millis_testing
2.9985904693603516
wall_clock_time_millis_testing
2.000093460083008
wall_clock_time_millis_testing
2.9993057250976562
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis
110.91732978820801
wall_clock_time_millis
117.95330047607422
wall_clock_time_millis
107.91468620300293
wall_clock_time_millis
110.95881462097168
wall_clock_time_millis
107.91873931884766
wall_clock_time_millis
114.95280265808105
wall_clock_time_millis
109.9395751953125
wall_clock_time_millis
108.95705223083496
wall_clock_time_millis
107.91587829589844
wall_clock_time_millis
109.9390983581543
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