16
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16345
verbose
false
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add_indicator
false
12737
copy
true
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fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
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copy
true
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with_mean
true
13294
with_std
true
13294
C
2988.904220243735
13389
cache_size
200
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class_weight
null
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coef0
0.8454932263891515
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decision_function_shape
"ovr"
13389
degree
2
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gamma
1.3033299993945355e-05
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kernel
"sigmoid"
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max_iter
-1
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probability
false
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random_state
15965
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shrinking
true
13389
tol
0.001
13389
verbose
false
13389
openml-python
Sklearn_0.21.2.
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238.66376299702097
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
233.85907500050962
usercpu_time_millis_training
233.11366599955363
usercpu_time_millis_training
232.7458360014134
wall_clock_time_millis_training
239.11643028259277
wall_clock_time_millis_training
298.19393157958984
wall_clock_time_millis_training
260.94508171081543
wall_clock_time_millis_training
227.64253616333008
wall_clock_time_millis_training
223.61159324645996
wall_clock_time_millis_training
247.38526344299316
wall_clock_time_millis_training
231.0323715209961
wall_clock_time_millis_training
249.8798370361328
wall_clock_time_millis_training
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wall_clock_time_millis_training
308.76803398132324
usercpu_time_millis_testing
28.544441003759857
usercpu_time_millis_testing
28.883530001621693
usercpu_time_millis_testing
28.658728995651472
usercpu_time_millis_testing
28.759753004123922
usercpu_time_millis_testing
27.93303699581884
usercpu_time_millis_testing
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usercpu_time_millis_testing
28.67971800151281
usercpu_time_millis_testing
28.80110000114655
usercpu_time_millis_testing
31.61705999809783
usercpu_time_millis_testing
28.40999999898486
usercpu_time_millis
267.2082040007808
usercpu_time_millis
262.9984399973182
usercpu_time_millis
257.57371199142653
usercpu_time_millis
256.3506320002489
usercpu_time_millis
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usercpu_time_millis
260.43341500189854
usercpu_time_millis
259.6907610059134
usercpu_time_millis
262.66017500165617
usercpu_time_millis
264.73072599765146
usercpu_time_millis
261.15583600039827
wall_clock_time_millis_testing
28.580427169799805
wall_clock_time_millis_testing
28.89704704284668
wall_clock_time_millis_testing
28.674840927124023
wall_clock_time_millis_testing
44.774770736694336
wall_clock_time_millis_testing
27.948379516601562
wall_clock_time_millis_testing
29.094934463500977
wall_clock_time_millis_testing
28.693199157714844
wall_clock_time_millis_testing
28.81479263305664
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
28.423070907592773
wall_clock_time_millis
267.6968574523926
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
259.72557067871094
wall_clock_time_millis
278.69462966918945
wall_clock_time_millis
288.771390914917
wall_clock_time_millis
337.191104888916
predictive_accuracy
0.965
predictive_accuracy
0.975
predictive_accuracy
0.965
predictive_accuracy
0.97
predictive_accuracy
0.945
predictive_accuracy
0.975
predictive_accuracy
0.97
predictive_accuracy
0.97
predictive_accuracy
0.965
predictive_accuracy
0.955