14952
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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": "onehotencoder", "step_name": "onehotencoder"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
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verbose
false
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add_indicator
false
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copy
true
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fill_value
null
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missing_values
NaN
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strategy
"most_frequent"
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verbose
0
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categorical_features
null
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categories
null
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drop
null
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
null
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sparse
true
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C
81356.92108932823
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cache_size
200
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class_weight
null
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coef0
-0.33706310267468553
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decision_function_shape
"ovr"
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degree
2
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gamma
2.238549391298506
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kernel
"poly"
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max_iter
-1
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probability
false
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random_state
1
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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
54094278.85054401
wall_clock_time_millis_training
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42611934.42082405
wall_clock_time_millis_training
30920389.199733734
wall_clock_time_millis_training
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wall_clock_time_millis_training
37977481.49681091
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
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usercpu_time_millis_testing
154.19213598943315
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
154.6041090041399
usercpu_time_millis_testing
201.94553094916046
usercpu_time_millis_testing
196.90559897571802
usercpu_time_millis
31776336.97494201
usercpu_time_millis
42606784.058241
usercpu_time_millis
30919068.914862003
usercpu_time_millis
32792716.36547998
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47536925.83805101
usercpu_time_millis
30132941.365875013
usercpu_time_millis
43109736.74150993
usercpu_time_millis
54094475.75614299
wall_clock_time_millis_testing
154.19864654541016
wall_clock_time_millis_testing
222.40734100341797
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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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
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wall_clock_time_millis
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wall_clock_time_millis
54098710.47210693
predictive_accuracy
0.9258589511754068
predictive_accuracy
0.933996383363472
predictive_accuracy
0.9412296564195298
predictive_accuracy
0.9466546112115732
predictive_accuracy
0.945750452079566
predictive_accuracy
0.9484162895927601
predictive_accuracy
0.9276018099547512
predictive_accuracy
0.9438914027149321
predictive_accuracy
0.9357466063348416
predictive_accuracy
0.9447963800904977