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
12740.8111607
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class_weight
null
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dual
false
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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
920
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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
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openml-python
Sklearn_0.21.2.
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wall_clock_time_millis_training
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usercpu_time_millis_testing
37.193999996816274
usercpu_time_millis
5574.430000000575
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usercpu_time_millis
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1857.479999998759
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wall_clock_time_millis_testing
18.2039737701416
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
21.596193313598633
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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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predictive_accuracy
0.896551724137931
predictive_accuracy
0.9404388714733543
predictive_accuracy
0.9247648902821317
predictive_accuracy
0.9404388714733543
predictive_accuracy
0.9216300940438872
predictive_accuracy
0.9184952978056427
predictive_accuracy
0.9433962264150944
predictive_accuracy
0.9056603773584906
predictive_accuracy
0.9276729559748428
predictive_accuracy
0.9182389937106918