18
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
390.625
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
375.0
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
359.375
usercpu_time_millis_training
343.75
usercpu_time_millis_training
359.375
wall_clock_time_millis_training
387.77875900268555
wall_clock_time_millis_training
351.776123046875
wall_clock_time_millis_training
334.83147621154785
wall_clock_time_millis_training
340.803861618042
wall_clock_time_millis_training
365.79036712646484
wall_clock_time_millis_training
338.8056755065918
wall_clock_time_millis_training
343.7807559967041
wall_clock_time_millis_training
346.8208312988281
wall_clock_time_millis_training
337.801456451416
wall_clock_time_millis_training
355.79490661621094
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
406.25
usercpu_time_millis
359.375
usercpu_time_millis
359.375
usercpu_time_millis
359.375
usercpu_time_millis
390.625
usercpu_time_millis
359.375
usercpu_time_millis
359.375
usercpu_time_millis
375.0
usercpu_time_millis
359.375
usercpu_time_millis
375.0
wall_clock_time_millis_testing
18.98980140686035
wall_clock_time_millis_testing
16.99042320251465
wall_clock_time_millis_testing
16.988754272460938
wall_clock_time_millis_testing
16.99042320251465
wall_clock_time_millis_testing
16.989469528198242
wall_clock_time_millis_testing
16.989469528198242
wall_clock_time_millis_testing
16.990184783935547
wall_clock_time_millis_testing
16.990184783935547
wall_clock_time_millis_testing
16.99376106262207
wall_clock_time_millis_testing
16.990184783935547
wall_clock_time_millis
406.7685604095459
wall_clock_time_millis
368.76654624938965
wall_clock_time_millis
351.8202304840088
wall_clock_time_millis
357.79428482055664
wall_clock_time_millis
382.7798366546631
wall_clock_time_millis
355.79514503479004
wall_clock_time_millis
360.77094078063965
wall_clock_time_millis
363.8110160827637
wall_clock_time_millis
354.7952175140381
wall_clock_time_millis
372.7850914001465
predictive_accuracy
0.67
predictive_accuracy
0.7
predictive_accuracy
0.695
predictive_accuracy
0.75
predictive_accuracy
0.695
predictive_accuracy
0.755
predictive_accuracy
0.705
predictive_accuracy
0.71
predictive_accuracy
0.685
predictive_accuracy
0.69