10101
19167
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19167
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"}}]
19167
verbose
false
19167
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
bootstrap
true
19095
ccp_alpha
0.0
19095
class_weight
null
19095
criterion
"gini"
19095
max_depth
null
19095
max_features
"auto"
19095
max_leaf_nodes
null
19095
max_samples
null
19095
min_impurity_decrease
0.0
19095
min_samples_leaf
1
19095
min_samples_split
2
19095
min_weight_fraction_leaf
0.0
19095
n_estimators
100
19095
n_jobs
null
19095
oob_score
false
19095
random_state
0
19095
verbose
0
19095
warm_start
false
19095
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
203.125
usercpu_time_millis_training
203.125
usercpu_time_millis_training
218.75
usercpu_time_millis_training
203.125
usercpu_time_millis_training
203.125
usercpu_time_millis_training
187.5
usercpu_time_millis_training
203.125
usercpu_time_millis_training
203.125
usercpu_time_millis_training
203.125
usercpu_time_millis_training
203.125
wall_clock_time_millis_training
203.88364791870117
wall_clock_time_millis_training
205.87897300720215
wall_clock_time_millis_training
207.88097381591797
wall_clock_time_millis_training
203.9029598236084
wall_clock_time_millis_training
212.87846565246582
wall_clock_time_millis_training
195.88828086853027
wall_clock_time_millis_training
201.86471939086914
wall_clock_time_millis_training
196.88653945922852
wall_clock_time_millis_training
199.88226890563965
wall_clock_time_millis_training
210.8762264251709
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_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis
218.75
usercpu_time_millis
218.75
usercpu_time_millis
234.375
usercpu_time_millis
218.75
usercpu_time_millis
234.375
usercpu_time_millis
203.125
usercpu_time_millis
218.75
usercpu_time_millis
218.75
usercpu_time_millis
218.75
usercpu_time_millis
218.75
wall_clock_time_millis_testing
18.968820571899414
wall_clock_time_millis_testing
15.99264144897461
wall_clock_time_millis_testing
15.989542007446289
wall_clock_time_millis_testing
15.990734100341797
wall_clock_time_millis_testing
19.986629486083984
wall_clock_time_millis_testing
16.98899269104004
wall_clock_time_millis_testing
15.990257263183594
wall_clock_time_millis_testing
15.990257263183594
wall_clock_time_millis_testing
16.99352264404297
wall_clock_time_millis_testing
14.991283416748047
wall_clock_time_millis
222.8524684906006
wall_clock_time_millis
221.87161445617676
wall_clock_time_millis
223.87051582336426
wall_clock_time_millis
219.8936939239502
wall_clock_time_millis
232.8650951385498
wall_clock_time_millis
212.8772735595703
wall_clock_time_millis
217.85497665405273
wall_clock_time_millis
212.8767967224121
wall_clock_time_millis
216.87579154968262
wall_clock_time_millis
225.86750984191895
predictive_accuracy
0.76
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.84
predictive_accuracy
0.7066666666666667
predictive_accuracy
0.7066666666666667
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.7837837837837838
predictive_accuracy
0.7027027027027027