219
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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": "columntransformer", "step_name": "columntransformer"}}, {"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
12737
fill_value
null
12737
missing_values
NaN
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strategy
"most_frequent"
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verbose
0
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n_jobs
null
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remainder
"drop"
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sparse_threshold
0.3
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transformer_weights
null
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transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, false, 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]}}]
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verbose
false
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
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verbose
false
16376
copy
true
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with_mean
true
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with_std
true
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
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verbose
false
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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
6.5031187555491305
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cache_size
200
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class_weight
null
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coef0
0.3569381453006406
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decision_function_shape
"ovr"
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degree
4
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gamma
0.15364377981481867
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kernel
"rbf"
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max_iter
-1
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probability
true
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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
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usercpu_time_millis_training
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796027.0640959934
usercpu_time_millis_training
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usercpu_time_millis_training
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wall_clock_time_millis_training
869449.5725631714
wall_clock_time_millis_training
848643.7034606934
wall_clock_time_millis_training
849179.7740459442
wall_clock_time_millis_training
835030.971288681
wall_clock_time_millis_training
766442.8973197937
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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wall_clock_time_millis_training
784988.8184070587
usercpu_time_millis_testing
6055.97669800045
usercpu_time_millis_testing
5943.005794993951
usercpu_time_millis_testing
4029.21091200551
usercpu_time_millis_testing
6496.94078900211
usercpu_time_millis_testing
3797.760382993147
usercpu_time_millis_testing
6504.532831007964
usercpu_time_millis_testing
6075.311509004678
usercpu_time_millis_testing
3778.9835179864895
usercpu_time_millis_testing
3841.332750991569
usercpu_time_millis_testing
6450.988858996425
usercpu_time_millis
874403.3475339966
usercpu_time_millis
853802.0880219992
usercpu_time_millis
852061.894827013
usercpu_time_millis
839721.9126570126
usercpu_time_millis
770231.1095709883
usercpu_time_millis
901031.6476830048
usercpu_time_millis
814705.4988560121
usercpu_time_millis
799806.0476139799
usercpu_time_millis
764912.0303159871
usercpu_time_millis
791290.4751430033
wall_clock_time_millis_testing
6057.012557983398
wall_clock_time_millis_testing
5943.026304244995
wall_clock_time_millis_testing
4029.2389392852783
wall_clock_time_millis_testing
6496.946096420288
wall_clock_time_millis_testing
3797.771692276001
wall_clock_time_millis_testing
6504.546403884888
wall_clock_time_millis_testing
6075.321674346924
wall_clock_time_millis_testing
3778.982162475586
wall_clock_time_millis_testing
3841.341495513916
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
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wall_clock_time_millis
799893.185377121
wall_clock_time_millis
764949.2809772491
wall_clock_time_millis
791440.7458305359
predictive_accuracy
0.8175198587819947
predictive_accuracy
0.8133274492497794
predictive_accuracy
0.8073273008165968
predictive_accuracy
0.8165967777532553
predictive_accuracy
0.8185830942396822
predictive_accuracy
0.8090929154711984
predictive_accuracy
0.8282939748399911
predictive_accuracy
0.8190244979033326
predictive_accuracy
0.8218936217170603
predictive_accuracy
0.8236592363716619