18
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
3140.625
usercpu_time_millis_training
3109.375
usercpu_time_millis_training
3125.0
usercpu_time_millis_training
3234.375
usercpu_time_millis_training
3203.125
usercpu_time_millis_training
3750.0
usercpu_time_millis_training
3296.875
usercpu_time_millis_training
3171.875
usercpu_time_millis_training
3187.5
usercpu_time_millis_training
3156.25
wall_clock_time_millis_training
3136.1796855926514
wall_clock_time_millis_training
3120.229959487915
wall_clock_time_millis_training
3136.223554611206
wall_clock_time_millis_training
3238.123893737793
wall_clock_time_millis_training
3213.179349899292
wall_clock_time_millis_training
3886.7545127868652
wall_clock_time_millis_training
3328.113794326782
wall_clock_time_millis_training
3186.152458190918
wall_clock_time_millis_training
3187.173843383789
wall_clock_time_millis_training
3161.1883640289307
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
3140.625
usercpu_time_millis
3109.375
usercpu_time_millis
3125.0
usercpu_time_millis
3234.375
usercpu_time_millis
3203.125
usercpu_time_millis
3750.0
usercpu_time_millis
3296.875
usercpu_time_millis
3171.875
usercpu_time_millis
3187.5
usercpu_time_millis
3156.25
wall_clock_time_millis_testing
3.9970874786376953
wall_clock_time_millis_testing
4.000663757324219
wall_clock_time_millis_testing
3.9968490600585938
wall_clock_time_millis_testing
3.9970874786376953
wall_clock_time_millis_testing
3.976106643676758
wall_clock_time_millis_testing
3.9942264556884766
wall_clock_time_millis_testing
3.998279571533203
wall_clock_time_millis_testing
3.9963722229003906
wall_clock_time_millis_testing
3.995656967163086
wall_clock_time_millis_testing
3.9968490600585938
wall_clock_time_millis
3140.176773071289
wall_clock_time_millis
3124.2306232452393
wall_clock_time_millis
3140.2204036712646
wall_clock_time_millis
3242.1209812164307
wall_clock_time_millis
3217.1554565429688
wall_clock_time_millis
3890.7487392425537
wall_clock_time_millis
3332.1120738983154
wall_clock_time_millis
3190.1488304138184
wall_clock_time_millis
3191.169500350952
wall_clock_time_millis
3165.1852130889893
predictive_accuracy
0.67
predictive_accuracy
0.695
predictive_accuracy
0.68
predictive_accuracy
0.735
predictive_accuracy
0.715
predictive_accuracy
0.77
predictive_accuracy
0.725
predictive_accuracy
0.69
predictive_accuracy
0.68
predictive_accuracy
0.735