125920
18607
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"}}]
18607
verbose
false
18607
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"most_frequent"
17407
verbose
0
17407
n_jobs
null
18299
remainder
"drop"
18299
sparse_threshold
0.3
18299
transformer_weights
null
18299
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [false, false, true, false, false, false, false, false, false, false, false, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [true, true, false, true, true, true, true, true, true, true, true, true]}}]
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
17408
categories
null
17408
drop
null
17408
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
17408
handle_unknown
"ignore"
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n_values
null
17408
sparse
true
17408
C
1
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class_weight
null
17462
dual
false
17462
fit_intercept
true
17462
intercept_scaling
1
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l1_ratio
null
17462
max_iter
10000
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multi_class
"auto"
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n_jobs
null
17462
penalty
"l2"
17462
random_state
1
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solver
"lbfgs"
17462
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
55.951999998796964
usercpu_time_millis_training
73.07199999922886
usercpu_time_millis_training
50.773999999364605
usercpu_time_millis_training
56.19200000001001
usercpu_time_millis_training
60.53999999858206
usercpu_time_millis_training
60.347999999066815
usercpu_time_millis_training
60.67999999868334
usercpu_time_millis_training
64.81999999959953
usercpu_time_millis_training
55.421999997633975
usercpu_time_millis_training
61.44199999835109
wall_clock_time_millis_training
31.63003921508789
wall_clock_time_millis_training
40.75884819030762
wall_clock_time_millis_training
26.925086975097656
wall_clock_time_millis_training
31.78119659423828
wall_clock_time_millis_training
38.71798515319824
wall_clock_time_millis_training
34.3167781829834
wall_clock_time_millis_training
37.76097297668457
wall_clock_time_millis_training
38.871049880981445
wall_clock_time_millis_training
33.33783149719238
wall_clock_time_millis_training
36.64278984069824
usercpu_time_millis_testing
5.042000000685221
usercpu_time_millis_testing
7.47399999818299
usercpu_time_millis_testing
5.971999999019317
usercpu_time_millis_testing
7.4920000006386545
usercpu_time_millis_testing
9.667999998782761
usercpu_time_millis_testing
5.460000000311993
usercpu_time_millis_testing
7.600000000820728
usercpu_time_millis_testing
7.219999999506399
usercpu_time_millis_testing
5.546000000322238
usercpu_time_millis_testing
7.180000000516884
usercpu_time_millis
60.993999999482185
usercpu_time_millis
80.54599999741185
usercpu_time_millis
56.74599999838392
usercpu_time_millis
63.684000000648666
usercpu_time_millis
70.20799999736482
usercpu_time_millis
65.80799999937881
usercpu_time_millis
68.27999999950407
usercpu_time_millis
72.03999999910593
usercpu_time_millis
60.96799999795621
usercpu_time_millis
68.62199999886798
wall_clock_time_millis_testing
2.5260448455810547
wall_clock_time_millis_testing
5.5751800537109375
wall_clock_time_millis_testing
5.138874053955078
wall_clock_time_millis_testing
3.9718151092529297
wall_clock_time_millis_testing
5.037069320678711
wall_clock_time_millis_testing
2.733945846557617
wall_clock_time_millis_testing
4.077911376953125
wall_clock_time_millis_testing
3.8957595825195312
wall_clock_time_millis_testing
2.904176712036133
wall_clock_time_millis_testing
3.673076629638672
wall_clock_time_millis
34.156084060668945
wall_clock_time_millis
46.334028244018555
wall_clock_time_millis
32.063961029052734
wall_clock_time_millis
35.75301170349121
wall_clock_time_millis
43.75505447387695
wall_clock_time_millis
37.050724029541016
wall_clock_time_millis
41.838884353637695
wall_clock_time_millis
42.76680946350098
wall_clock_time_millis
36.242008209228516
wall_clock_time_millis
40.315866470336914
predictive_accuracy
0.66
predictive_accuracy
0.64
predictive_accuracy
0.58
predictive_accuracy
0.5
predictive_accuracy
0.54
predictive_accuracy
0.62
predictive_accuracy
0.6
predictive_accuracy
0.68
predictive_accuracy
0.52
predictive_accuracy
0.56