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
7346
19095
verbose
0
19095
warm_start
false
19095
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
250.0
usercpu_time_millis_training
234.375
usercpu_time_millis_training
234.375
usercpu_time_millis_training
218.75
usercpu_time_millis_training
218.75
usercpu_time_millis_training
218.75
usercpu_time_millis_training
203.125
usercpu_time_millis_training
218.75
usercpu_time_millis_training
234.375
usercpu_time_millis_training
234.375
wall_clock_time_millis_training
240.83900451660156
wall_clock_time_millis_training
234.86661911010742
wall_clock_time_millis_training
219.87318992614746
wall_clock_time_millis_training
220.85046768188477
wall_clock_time_millis_training
221.87209129333496
wall_clock_time_millis_training
218.87826919555664
wall_clock_time_millis_training
212.85462379455566
wall_clock_time_millis_training
229.8908233642578
wall_clock_time_millis_training
231.86540603637695
wall_clock_time_millis_training
226.89008712768555
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
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis
265.625
usercpu_time_millis
250.0
usercpu_time_millis
250.0
usercpu_time_millis
234.375
usercpu_time_millis
234.375
usercpu_time_millis
234.375
usercpu_time_millis
218.75
usercpu_time_millis
234.375
usercpu_time_millis
250.0
usercpu_time_millis
250.0
wall_clock_time_millis_testing
16.99209213256836
wall_clock_time_millis_testing
18.98646354675293
wall_clock_time_millis_testing
18.969297409057617
wall_clock_time_millis_testing
22.988319396972656
wall_clock_time_millis_testing
19.968271255493164
wall_clock_time_millis_testing
17.008543014526367
wall_clock_time_millis_testing
15.99264144897461
wall_clock_time_millis_testing
17.98868179321289
wall_clock_time_millis_testing
16.98780059814453
wall_clock_time_millis_testing
16.968488693237305
wall_clock_time_millis
257.8310966491699
wall_clock_time_millis
253.85308265686035
wall_clock_time_millis
238.84248733520508
wall_clock_time_millis
243.83878707885742
wall_clock_time_millis
241.84036254882812
wall_clock_time_millis
235.886812210083
wall_clock_time_millis
228.84726524353027
wall_clock_time_millis
247.8795051574707
wall_clock_time_millis
248.85320663452148
wall_clock_time_millis
243.85857582092285
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.72
predictive_accuracy
0.72
predictive_accuracy
0.84
predictive_accuracy
0.7066666666666667
predictive_accuracy
0.72
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.8243243243243243
predictive_accuracy
0.7027027027027027