167140
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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": "logisticregression", "step_name": "logisticregression"}}]
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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
1.0229391816
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class_weight
null
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dual
true
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fit_intercept
true
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intercept_scaling
1
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l1_ratio
null
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max_iter
309
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multi_class
"warn"
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n_jobs
null
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penalty
"l2"
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random_state
1
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solver
"liblinear"
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tol
0.0001
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verbose
0
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warm_start
false
17462
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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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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wall_clock_time_millis_training
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1229.933261871338
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
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
33.215999996173196
usercpu_time_millis_testing
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usercpu_time_millis_testing
36.179999995511025
usercpu_time_millis_testing
33.42599999450613
usercpu_time_millis
2416.6019999975106
usercpu_time_millis
2472.6899999805028
usercpu_time_millis
2462.415999994846
usercpu_time_millis
2462.0799999975134
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
2718.6380000057397
usercpu_time_millis
2850.5699999950593
usercpu_time_millis
2742.1659999963595
wall_clock_time_millis_testing
18.985986709594727
wall_clock_time_millis_testing
16.096115112304688
wall_clock_time_millis_testing
15.23590087890625
wall_clock_time_millis_testing
17.41814613342285
wall_clock_time_millis_testing
16.95084571838379
wall_clock_time_millis_testing
16.869783401489258
wall_clock_time_millis_testing
16.654014587402344
wall_clock_time_millis_testing
17.963886260986328
wall_clock_time_millis_testing
18.625736236572266
wall_clock_time_millis_testing
16.73603057861328
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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1380.904197692871
wall_clock_time_millis
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wall_clock_time_millis
1395.5740928649902
predictive_accuracy
0.9435736677115988
predictive_accuracy
0.9749216300940439
predictive_accuracy
0.9623824451410659
predictive_accuracy
0.9373040752351097
predictive_accuracy
0.9498432601880877
predictive_accuracy
0.9592476489028213
predictive_accuracy
0.9591194968553459
predictive_accuracy
0.9433962264150944
predictive_accuracy
0.9465408805031447
predictive_accuracy
0.9528301886792453