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
265.625
usercpu_time_millis_training
218.75
usercpu_time_millis_training
218.75
usercpu_time_millis_training
218.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
312.5
usercpu_time_millis_training
281.25
usercpu_time_millis_training
265.625
usercpu_time_millis_training
296.875
wall_clock_time_millis_training
276.8208980560303
wall_clock_time_millis_training
231.86826705932617
wall_clock_time_millis_training
234.86614227294922
wall_clock_time_millis_training
228.84869575500488
wall_clock_time_millis_training
379.7574043273926
wall_clock_time_millis_training
368.7875270843506
wall_clock_time_millis_training
305.82571029663086
wall_clock_time_millis_training
279.8621654510498
wall_clock_time_millis_training
286.8351936340332
wall_clock_time_millis_training
285.83478927612305
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
0.0
usercpu_time_millis_testing
31.25
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
281.25
usercpu_time_millis
234.375
usercpu_time_millis
234.375
usercpu_time_millis
234.375
usercpu_time_millis
343.75
usercpu_time_millis
375.0
usercpu_time_millis
328.125
usercpu_time_millis
296.875
usercpu_time_millis
296.875
usercpu_time_millis
312.5
wall_clock_time_millis_testing
16.988515853881836
wall_clock_time_millis_testing
16.008853912353516
wall_clock_time_millis_testing
19.98758316040039
wall_clock_time_millis_testing
17.009735107421875
wall_clock_time_millis_testing
34.98101234436035
wall_clock_time_millis_testing
26.987075805664062
wall_clock_time_millis_testing
19.988298416137695
wall_clock_time_millis_testing
25.96569061279297
wall_clock_time_millis_testing
24.986982345581055
wall_clock_time_millis_testing
22.98712730407715
wall_clock_time_millis
293.8094139099121
wall_clock_time_millis
247.8771209716797
wall_clock_time_millis
254.8537254333496
wall_clock_time_millis
245.85843086242676
wall_clock_time_millis
414.73841667175293
wall_clock_time_millis
395.77460289001465
wall_clock_time_millis
325.81400871276855
wall_clock_time_millis
305.8278560638428
wall_clock_time_millis
311.82217597961426
wall_clock_time_millis
308.8219165802002
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