9971
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": [true, false, true, true, true, true, true, true, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, 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
690.6018801899403
17495
cache_size
200
17495
class_weight
null
17495
coef0
-0.6356144967116901
17495
decision_function_shape
"ovr"
17495
degree
5
17495
gamma
0.0008714226148272087
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
94.13599999970756
usercpu_time_millis_training
83.20199999980105
usercpu_time_millis_training
112.34399999966627
usercpu_time_millis_training
97.98000000000684
usercpu_time_millis_training
94.97800000008283
usercpu_time_millis_training
144.1660000000411
usercpu_time_millis_training
144.3939999999202
usercpu_time_millis_training
125.9900000000016
usercpu_time_millis_training
138.78399999975954
usercpu_time_millis_training
148.1220000000576
wall_clock_time_millis_training
47.30701446533203
wall_clock_time_millis_training
41.98193550109863
wall_clock_time_millis_training
57.50679969787598
wall_clock_time_millis_training
49.21984672546387
wall_clock_time_millis_training
47.677040100097656
wall_clock_time_millis_training
72.27492332458496
wall_clock_time_millis_training
74.13220405578613
wall_clock_time_millis_training
63.2328987121582
wall_clock_time_millis_training
69.84186172485352
wall_clock_time_millis_training
76.16186141967773
usercpu_time_millis_testing
2.8640000000450527
usercpu_time_millis_testing
2.7359999999134743
usercpu_time_millis_testing
2.7319999999235733
usercpu_time_millis_testing
2.971999999772379
usercpu_time_millis_testing
3.2660000001669687
usercpu_time_millis_testing
2.958000000035099
usercpu_time_millis_testing
3.0999999999039574
usercpu_time_millis_testing
2.8919999999743595
usercpu_time_millis_testing
2.9340000000956934
usercpu_time_millis_testing
2.6880000000346627
usercpu_time_millis
96.99999999975262
usercpu_time_millis
85.93799999971452
usercpu_time_millis
115.07599999958984
usercpu_time_millis
100.95199999977922
usercpu_time_millis
98.2440000002498
usercpu_time_millis
147.1240000000762
usercpu_time_millis
147.49399999982415
usercpu_time_millis
128.88199999997596
usercpu_time_millis
141.71799999985524
usercpu_time_millis
150.81000000009226
wall_clock_time_millis_testing
1.4348030090332031
wall_clock_time_millis_testing
1.371145248413086
wall_clock_time_millis_testing
1.3689994812011719
wall_clock_time_millis_testing
1.5099048614501953
wall_clock_time_millis_testing
1.6450881958007812
wall_clock_time_millis_testing
1.4827251434326172
wall_clock_time_millis_testing
1.5649795532226562
wall_clock_time_millis_testing
1.4500617980957031
wall_clock_time_millis_testing
1.4712810516357422
wall_clock_time_millis_testing
1.348257064819336
wall_clock_time_millis
48.741817474365234
wall_clock_time_millis
43.35308074951172
wall_clock_time_millis
58.87579917907715
wall_clock_time_millis
50.72975158691406
wall_clock_time_millis
49.32212829589844
wall_clock_time_millis
73.75764846801758
wall_clock_time_millis
75.69718360900879
wall_clock_time_millis
64.6829605102539
wall_clock_time_millis
71.31314277648926
wall_clock_time_millis
77.51011848449707
predictive_accuracy
0.711864406779661
predictive_accuracy
0.711864406779661
predictive_accuracy
0.711864406779661
predictive_accuracy
0.7068965517241379
predictive_accuracy
0.7068965517241379
predictive_accuracy
0.7068965517241379
predictive_accuracy
0.7068965517241379
predictive_accuracy
0.7241379310344828
predictive_accuracy
0.7241379310344828
predictive_accuracy
0.7241379310344828