9977
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memory
null
18607
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
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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n_jobs
null
18299
remainder
"drop"
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sparse_threshold
0.3
18299
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
17405
with_mean
true
17405
with_std
true
17405
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
17408
drop
null
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
17408
handle_unknown
"ignore"
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n_values
null
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sparse
true
17408
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
17462
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
24388.6820000007
usercpu_time_millis_training
16117.559999998775
usercpu_time_millis_training
14388.304000000062
usercpu_time_millis_training
15214.642000000822
usercpu_time_millis_training
29483.901999999944
usercpu_time_millis_training
26394.14399999987
usercpu_time_millis_training
27186.675999999352
usercpu_time_millis_training
14354.056000000128
usercpu_time_millis_training
25351.7899999988
usercpu_time_millis_training
13675.919999999678
wall_clock_time_millis_training
14210.339069366455
wall_clock_time_millis_training
9031.654834747314
wall_clock_time_millis_training
8045.013189315796
wall_clock_time_millis_training
8451.221704483032
wall_clock_time_millis_training
16370.846033096313
wall_clock_time_millis_training
14599.595546722412
wall_clock_time_millis_training
15268.362998962402
wall_clock_time_millis_training
8208.46700668335
wall_clock_time_millis_training
13854.914903640747
wall_clock_time_millis_training
7425.2800941467285
usercpu_time_millis_testing
54.02000000140106
usercpu_time_millis_testing
47.77999999896565
usercpu_time_millis_testing
53.97599999923841
usercpu_time_millis_testing
56.10599999999977
usercpu_time_millis_testing
52.5580000012269
usercpu_time_millis_testing
53.66200000025856
usercpu_time_millis_testing
49.16200000116078
usercpu_time_millis_testing
46.09999999956926
usercpu_time_millis_testing
41.546000000380445
usercpu_time_millis_testing
40.58399999848916
usercpu_time_millis
24442.7020000021
usercpu_time_millis
16165.339999997741
usercpu_time_millis
14442.2799999993
usercpu_time_millis
15270.748000000822
usercpu_time_millis
29536.46000000117
usercpu_time_millis
26447.806000000128
usercpu_time_millis
27235.838000000513
usercpu_time_millis
14400.155999999697
usercpu_time_millis
25393.33599999918
usercpu_time_millis
13716.503999998167
wall_clock_time_millis_testing
38.78498077392578
wall_clock_time_millis_testing
35.74395179748535
wall_clock_time_millis_testing
76.9968032836914
wall_clock_time_millis_testing
46.633243560791016
wall_clock_time_millis_testing
35.797119140625
wall_clock_time_millis_testing
36.96012496948242
wall_clock_time_millis_testing
39.288997650146484
wall_clock_time_millis_testing
31.38422966003418
wall_clock_time_millis_testing
28.076887130737305
wall_clock_time_millis_testing
27.377843856811523
wall_clock_time_millis
14249.12405014038
wall_clock_time_millis
9067.3987865448
wall_clock_time_millis
8122.009992599487
wall_clock_time_millis
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wall_clock_time_millis
16406.64315223694
wall_clock_time_millis
14636.555671691895
wall_clock_time_millis
15307.651996612549
wall_clock_time_millis
8239.851236343384
wall_clock_time_millis
13882.991790771484
wall_clock_time_millis
7452.65793800354
predictive_accuracy
0.9486510008703221
predictive_accuracy
0.9509718595880475
predictive_accuracy
0.9445894981143023
predictive_accuracy
0.9509718595880475
predictive_accuracy
0.9474905715114592
predictive_accuracy
0.9489262913522926
predictive_accuracy
0.9483459082994776
predictive_accuracy
0.9535693557748114
predictive_accuracy
0.9535693557748114
predictive_accuracy
0.9468949506674406