2079
18298
memory
null
18298
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
18298
verbose
false
18298
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"most_frequent"
17407
verbose
0
17407
n_jobs
null
18299
remainder
"drop"
18299
sparse_threshold
0.3
18299
transformer_weights
null
18299
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [false, true, false, false, false, true, true, true, true, false, true, true, true, true, true, true, true, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [true, false, true, true, true, false, false, false, false, true, false, false, false, false, false, false, false, false, false]}}]
18299
verbose
false
18299
memory
null
18300
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
18300
verbose
false
18300
copy
true
17405
with_mean
true
17405
with_std
true
17405
memory
null
18301
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
18301
verbose
false
18301
categorical_features
null
17408
categories
null
17408
drop
null
17408
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
17408
handle_unknown
"ignore"
17408
n_values
null
17408
sparse
true
17408
C
2919.7665961619327
17495
cache_size
200
17495
class_weight
null
17495
coef0
0.0
17495
decision_function_shape
"ovr"
17495
degree
3
17495
gamma
6.688334308406325
17495
kernel
"rbf"
17495
max_iter
-1
17495
probability
true
17495
random_state
1
17495
shrinking
true
17495
tol
0.001
17495
verbose
false
17495
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
612.6620000000003
usercpu_time_millis_training
541.8260000000004
usercpu_time_millis_training
439.7699999999993
usercpu_time_millis_training
448.69000000000267
usercpu_time_millis_training
465.06400000000167
usercpu_time_millis_training
439.60199999999713
usercpu_time_millis_training
427.20800000000025
usercpu_time_millis_training
426.08999999999855
usercpu_time_millis_training
455.64199999999744
usercpu_time_millis_training
430.4120000000005
wall_clock_time_millis_training
432.2071075439453
wall_clock_time_millis_training
295.3951358795166
wall_clock_time_millis_training
231.76193237304688
wall_clock_time_millis_training
234.57694053649902
wall_clock_time_millis_training
259.9809169769287
wall_clock_time_millis_training
225.98791122436523
wall_clock_time_millis_training
224.4570255279541
wall_clock_time_millis_training
214.6759033203125
wall_clock_time_millis_training
229.17819023132324
wall_clock_time_millis_training
217.87285804748535
usercpu_time_millis_testing
11.796000000000362
usercpu_time_millis_testing
9.433999999998832
usercpu_time_millis_testing
9.837999999998459
usercpu_time_millis_testing
9.611999999997067
usercpu_time_millis_testing
9.424000000002763
usercpu_time_millis_testing
8.849999999998914
usercpu_time_millis_testing
8.523999999997756
usercpu_time_millis_testing
9.16000000000139
usercpu_time_millis_testing
9.968000000000643
usercpu_time_millis_testing
8.576000000001471
usercpu_time_millis
624.4580000000007
usercpu_time_millis
551.2599999999992
usercpu_time_millis
449.6079999999978
usercpu_time_millis
458.30199999999974
usercpu_time_millis
474.48800000000443
usercpu_time_millis
448.451999999996
usercpu_time_millis
435.73199999999804
usercpu_time_millis
435.24999999999994
usercpu_time_millis
465.6099999999981
usercpu_time_millis
438.988000000002
wall_clock_time_millis_testing
6.687164306640625
wall_clock_time_millis_testing
4.838228225708008
wall_clock_time_millis_testing
5.164146423339844
wall_clock_time_millis_testing
4.912137985229492
wall_clock_time_millis_testing
8.77690315246582
wall_clock_time_millis_testing
4.438161849975586
wall_clock_time_millis_testing
4.27699089050293
wall_clock_time_millis_testing
4.6062469482421875
wall_clock_time_millis_testing
4.997730255126953
wall_clock_time_millis_testing
4.294157028198242
wall_clock_time_millis
438.89427185058594
wall_clock_time_millis
300.2333641052246
wall_clock_time_millis
236.92607879638672
wall_clock_time_millis
239.48907852172852
wall_clock_time_millis
268.75782012939453
wall_clock_time_millis
230.42607307434082
wall_clock_time_millis
228.73401641845703
wall_clock_time_millis
219.2821502685547
wall_clock_time_millis
234.1759204864502
wall_clock_time_millis
222.1670150756836
predictive_accuracy
0.3108108108108108
predictive_accuracy
0.2972972972972973
predictive_accuracy
0.35135135135135137
predictive_accuracy
0.3108108108108108
predictive_accuracy
0.3108108108108108
predictive_accuracy
0.2972972972972973
predictive_accuracy
0.3150684931506849
predictive_accuracy
0.3150684931506849
predictive_accuracy
0.2876712328767123
predictive_accuracy
0.3013698630136986