9977
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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": "logisticregression", "step_name": "logisticregression"}}]
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verbose
false
18607
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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n_jobs
null
18299
remainder
"drop"
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sparse_threshold
0.3
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transformer_weights
null
18299
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false]}}]
18299
verbose
false
18299
memory
null
18300
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
18300
verbose
false
18300
copy
true
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with_mean
true
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with_std
true
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memory
null
18301
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
18301
verbose
false
18301
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
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max_iter
100
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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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4340.402000001632
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4182.095999996818
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usercpu_time_millis_training
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4181.870000000345
usercpu_time_millis_training
4065.3460000030464
usercpu_time_millis_training
4145.322000003944
usercpu_time_millis_training
3997.0780000003288
usercpu_time_millis_training
3937.6140000022133
wall_clock_time_millis_training
2252.546787261963
wall_clock_time_millis_training
2178.9088249206543
wall_clock_time_millis_training
2114.4981384277344
wall_clock_time_millis_training
2111.47403717041
wall_clock_time_millis_training
2102.7910709381104
wall_clock_time_millis_training
2160.216808319092
wall_clock_time_millis_training
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wall_clock_time_millis_training
2153.317928314209
wall_clock_time_millis_training
2074.2459297180176
wall_clock_time_millis_training
2033.3828926086426
usercpu_time_millis_testing
36.00200000073528
usercpu_time_millis_testing
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30.939999996917322
usercpu_time_millis_testing
33.368000003974885
usercpu_time_millis_testing
31.982000000425614
usercpu_time_millis_testing
30.310000001918525
usercpu_time_millis_testing
40.26000000158092
usercpu_time_millis_testing
31.03400000691181
usercpu_time_millis_testing
30.75199999875622
usercpu_time_millis_testing
30.634000002464745
usercpu_time_millis
4376.404000002367
usercpu_time_millis
4215.339999995194
usercpu_time_millis
4121.291999996174
usercpu_time_millis
4098.118000008981
usercpu_time_millis
4091.926000000967
usercpu_time_millis
4212.180000002263
usercpu_time_millis
4105.606000004627
usercpu_time_millis
4176.3560000108555
usercpu_time_millis
4027.829999999085
usercpu_time_millis
3968.248000004678
wall_clock_time_millis_testing
26.295185089111328
wall_clock_time_millis_testing
23.740053176879883
wall_clock_time_millis_testing
21.95906639099121
wall_clock_time_millis_testing
23.534774780273438
wall_clock_time_millis_testing
23.198843002319336
wall_clock_time_millis_testing
21.26598358154297
wall_clock_time_millis_testing
28.05781364440918
wall_clock_time_millis_testing
21.739959716796875
wall_clock_time_millis_testing
21.684885025024414
wall_clock_time_millis_testing
21.56996726989746
wall_clock_time_millis
2278.841972351074
wall_clock_time_millis
2202.648878097534
wall_clock_time_millis
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wall_clock_time_millis
2135.0088119506836
wall_clock_time_millis
2125.9899139404297
wall_clock_time_millis
2181.4827919006348
wall_clock_time_millis
2128.532648086548
wall_clock_time_millis
2175.057888031006
wall_clock_time_millis
2095.930814743042
wall_clock_time_millis
2054.95285987854
predictive_accuracy
0.9463301421525965
predictive_accuracy
0.9495213228894691
predictive_accuracy
0.9425587467362925
predictive_accuracy
0.9535828256454888
predictive_accuracy
0.9486510008703221
predictive_accuracy
0.9422518862449216
predictive_accuracy
0.9463145676146256
predictive_accuracy
0.9518282066163668
predictive_accuracy
0.9480557167730702
predictive_accuracy
0.9468949506674406