18
19172
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19172
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"}}]
19172
verbose
false
19172
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
false
19173
ccp_alpha
0.0
19173
class_weight
null
19173
criterion
"gini"
19173
max_depth
null
19173
max_features
"auto"
19173
max_leaf_nodes
null
19173
max_samples
null
19173
min_impurity_decrease
0.0
19173
min_samples_leaf
1
19173
min_samples_split
2
19173
min_weight_fraction_leaf
0.0
19173
n_estimators
100
19173
n_jobs
null
19173
oob_score
false
19173
random_state
0
19173
verbose
0
19173
warm_start
false
19173
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
265.625
usercpu_time_millis_training
250.0
usercpu_time_millis_training
265.625
usercpu_time_millis_training
250.0
usercpu_time_millis_training
281.25
usercpu_time_millis_training
359.375
usercpu_time_millis_training
281.25
usercpu_time_millis_training
296.875
usercpu_time_millis_training
312.5
usercpu_time_millis_training
296.875
wall_clock_time_millis_training
270.8466053009033
wall_clock_time_millis_training
255.83243370056152
wall_clock_time_millis_training
263.84878158569336
wall_clock_time_millis_training
258.8510513305664
wall_clock_time_millis_training
271.8636989593506
wall_clock_time_millis_training
371.78754806518555
wall_clock_time_millis_training
277.83775329589844
wall_clock_time_millis_training
302.8266429901123
wall_clock_time_millis_training
318.8183307647705
wall_clock_time_millis_training
295.82691192626953
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
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis
281.25
usercpu_time_millis
265.625
usercpu_time_millis
281.25
usercpu_time_millis
281.25
usercpu_time_millis
296.875
usercpu_time_millis
390.625
usercpu_time_millis
296.875
usercpu_time_millis
328.125
usercpu_time_millis
343.75
usercpu_time_millis
312.5
wall_clock_time_millis_testing
18.988847732543945
wall_clock_time_millis_testing
17.9898738861084
wall_clock_time_millis_testing
18.989086151123047
wall_clock_time_millis_testing
19.988536834716797
wall_clock_time_millis_testing
19.967317581176758
wall_clock_time_millis_testing
21.989107131958008
wall_clock_time_millis_testing
21.98958396911621
wall_clock_time_millis_testing
18.98980140686035
wall_clock_time_millis_testing
20.989656448364258
wall_clock_time_millis_testing
26.987314224243164
wall_clock_time_millis
289.83545303344727
wall_clock_time_millis
273.8223075866699
wall_clock_time_millis
282.8378677368164
wall_clock_time_millis
278.8395881652832
wall_clock_time_millis
291.83101654052734
wall_clock_time_millis
393.77665519714355
wall_clock_time_millis
299.82733726501465
wall_clock_time_millis
321.81644439697266
wall_clock_time_millis
339.80798721313477
wall_clock_time_millis
322.8142261505127
predictive_accuracy
0.655
predictive_accuracy
0.715
predictive_accuracy
0.71
predictive_accuracy
0.765
predictive_accuracy
0.69
predictive_accuracy
0.73
predictive_accuracy
0.735
predictive_accuracy
0.695
predictive_accuracy
0.68
predictive_accuracy
0.67