7592
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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
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
12737
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, false, true, false, false, false, false, false, true, true, true, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, false, true, false, true, true, true, true, true, false, false, false, true]}}]
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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
13294
with_mean
true
13294
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
16348
C
10488.294804194422
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cache_size
200
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class_weight
null
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coef0
0.0
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decision_function_shape
"ovr"
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degree
3
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gamma
0.009425411398948558
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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
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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8108630.322012934
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8510014.605086064
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
7558608.133994974
usercpu_time_millis_training
8402490.410826985
usercpu_time_millis_training
7942998.069481924
usercpu_time_millis_training
8743678.230026038
usercpu_time_millis_training
8426607.847289998
wall_clock_time_millis_training
8108657.089948654
wall_clock_time_millis_training
8510031.298398972
wall_clock_time_millis_training
7889548.759937286
wall_clock_time_millis_training
8254458.325386047
wall_clock_time_millis_training
7997264.124155045
wall_clock_time_millis_training
7558906.8875312805
wall_clock_time_millis_training
8402571.222543716
wall_clock_time_millis_training
7943109.396457672
wall_clock_time_millis_training
8743781.3205719
wall_clock_time_millis_training
8426759.980201721
usercpu_time_millis_testing
9001.905419980176
usercpu_time_millis_testing
5371.832709060982
usercpu_time_millis_testing
5415.523965028115
usercpu_time_millis_testing
9061.766379978508
usercpu_time_millis_testing
5291.812665062025
usercpu_time_millis_testing
8911.483649048023
usercpu_time_millis_testing
5318.267824011855
usercpu_time_millis_testing
8894.050404895097
usercpu_time_millis_testing
5352.3930659284815
usercpu_time_millis_testing
5297.187680960633
usercpu_time_millis
8117632.227432914
usercpu_time_millis
8515386.437795125
usercpu_time_millis
7894922.435060027
usercpu_time_millis
8263363.6286880355
usercpu_time_millis
8002530.767461052
usercpu_time_millis
7567519.617644022
usercpu_time_millis
8407808.678650998
usercpu_time_millis
7951892.119886819
usercpu_time_millis
8749030.623091966
usercpu_time_millis
8431905.034970958
wall_clock_time_millis_testing
9001.954555511475
wall_clock_time_millis_testing
5371.887445449829
wall_clock_time_millis_testing
5415.560960769653
wall_clock_time_millis_testing
9061.814069747925
wall_clock_time_millis_testing
5291.850566864014
wall_clock_time_millis_testing
8911.514520645142
wall_clock_time_millis_testing
5318.308115005493
wall_clock_time_millis_testing
8894.118309020996
wall_clock_time_millis_testing
5352.398633956909
wall_clock_time_millis_testing
5297.234773635864
wall_clock_time_millis
8117659.044504166
wall_clock_time_millis
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wall_clock_time_millis
7894964.320898056
wall_clock_time_millis
8263520.139455795
wall_clock_time_millis
8002555.974721909
wall_clock_time_millis
7567818.402051926
wall_clock_time_millis
8407889.530658722
wall_clock_time_millis
7952003.514766693
wall_clock_time_millis
8749133.719205856
wall_clock_time_millis
8432057.214975357
predictive_accuracy
0.849539406345957
predictive_accuracy
0.8485158648925282
predictive_accuracy
0.8452088452088452
predictive_accuracy
0.8452088452088452
predictive_accuracy
0.847051597051597
predictive_accuracy
0.8423423423423423
predictive_accuracy
0.8441850941850941
predictive_accuracy
0.8472563472563472
predictive_accuracy
0.8490990990990991
predictive_accuracy
0.8538083538083538