14
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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
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strategy
"most_frequent"
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verbose
0
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copy
true
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with_mean
true
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with_std
true
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C
49.7233002061335
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cache_size
200
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class_weight
null
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coef0
0.46757379405725374
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decision_function_shape
"ovr"
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degree
1
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gamma
0.003603475971010618
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kernel
"rbf"
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max_iter
-1
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probability
false
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random_state
33735
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shrinking
true
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tol
0.001
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verbose
false
13389
openml-python
Sklearn_0.21.2.
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usercpu_time_millis_training
392.6818540021486
wall_clock_time_millis_training
387.6538276672363
wall_clock_time_millis_training
394.27661895751953
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
392.70496368408203
usercpu_time_millis_testing
53.18553499819245
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
50.19183399781468
usercpu_time_millis
440.8294009990641
usercpu_time_millis
443.1509779969929
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
433.6483560000488
usercpu_time_millis
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usercpu_time_millis
442.8736879999633
wall_clock_time_millis_testing
53.19476127624512
wall_clock_time_millis_testing
49.09205436706543
wall_clock_time_millis_testing
50.12154579162598
wall_clock_time_millis_testing
48.35629463195801
wall_clock_time_millis_testing
48.368215560913086
wall_clock_time_millis_testing
49.22008514404297
wall_clock_time_millis_testing
48.66909980773926
wall_clock_time_millis_testing
48.20513725280762
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis
440.84858894348145
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
441.1628246307373
wall_clock_time_millis
442.90852546691895
predictive_accuracy
0.865
predictive_accuracy
0.82
predictive_accuracy
0.835
predictive_accuracy
0.905
predictive_accuracy
0.795
predictive_accuracy
0.86
predictive_accuracy
0.855
predictive_accuracy
0.87
predictive_accuracy
0.86
predictive_accuracy
0.805