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"}}]
18608
verbose
false
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add_indicator
false
17407
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
17408
C
15.0
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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
17462
max_iter
100
17462
multi_class
"warn"
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n_jobs
null
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penalty
"l2"
17462
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.
usercpu_time_millis_training
1156.9259999960195
usercpu_time_millis_training
1112.0620000001509
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
1105.4479999875184
usercpu_time_millis_training
1104.9499999935506
usercpu_time_millis_training
1071.0519999993267
usercpu_time_millis_training
1091.3480000017444
usercpu_time_millis_training
1135.364000001573
usercpu_time_millis_training
1128.8319999875966
wall_clock_time_millis_training
587.5389575958252
wall_clock_time_millis_training
563.5359287261963
wall_clock_time_millis_training
562.3369216918945
wall_clock_time_millis_training
580.7280540466309
wall_clock_time_millis_training
562.3610019683838
wall_clock_time_millis_training
559.999942779541
wall_clock_time_millis_training
544.4059371948242
wall_clock_time_millis_training
552.2630214691162
wall_clock_time_millis_training
583.3361148834229
wall_clock_time_millis_training
573.1360912322998
usercpu_time_millis_testing
31.350000004749745
usercpu_time_millis_testing
32.01200001058169
usercpu_time_millis_testing
30.87799999048002
usercpu_time_millis_testing
30.90399999928195
usercpu_time_millis_testing
30.099999989033677
usercpu_time_millis_testing
31.805999999050982
usercpu_time_millis_testing
31.04999999050051
usercpu_time_millis_testing
31.15799999795854
usercpu_time_millis_testing
31.591999999363907
usercpu_time_millis_testing
31.426000001374632
usercpu_time_millis
1188.2760000007693
usercpu_time_millis
1144.0740000107326
usercpu_time_millis
1139.683999994304
usercpu_time_millis
1175.3160000080243
usercpu_time_millis
1135.547999976552
usercpu_time_millis
1136.7559999926016
usercpu_time_millis
1102.1019999898272
usercpu_time_millis
1122.505999999703
usercpu_time_millis
1166.956000000937
usercpu_time_millis
1160.2579999889713
wall_clock_time_millis_testing
15.932321548461914
wall_clock_time_millis_testing
16.176939010620117
wall_clock_time_millis_testing
15.606164932250977
wall_clock_time_millis_testing
15.789985656738281
wall_clock_time_millis_testing
15.094995498657227
wall_clock_time_millis_testing
16.344785690307617
wall_clock_time_millis_testing
15.629768371582031
wall_clock_time_millis_testing
15.79594612121582
wall_clock_time_millis_testing
15.872001647949219
wall_clock_time_millis_testing
15.785932540893555
wall_clock_time_millis
603.4712791442871
wall_clock_time_millis
579.7128677368164
wall_clock_time_millis
577.9430866241455
wall_clock_time_millis
596.5180397033691
wall_clock_time_millis
577.455997467041
wall_clock_time_millis
576.3447284698486
wall_clock_time_millis
560.0357055664062
wall_clock_time_millis
568.058967590332
wall_clock_time_millis
599.2081165313721
wall_clock_time_millis
588.9220237731934
predictive_accuracy
0.9310344827586207
predictive_accuracy
0.9686520376175548
predictive_accuracy
0.9467084639498433
predictive_accuracy
0.9373040752351097
predictive_accuracy
0.9529780564263323
predictive_accuracy
0.9561128526645768
predictive_accuracy
0.949685534591195
predictive_accuracy
0.9465408805031447
predictive_accuracy
0.940251572327044
predictive_accuracy
0.949685534591195