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"
17408
n_values
null
17408
sparse
true
17408
C
12740.8111607
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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
920
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multi_class
"warn"
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n_jobs
null
17462
penalty
"l2"
17462
random_state
1
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solver
"liblinear"
17462
tol
0.0001
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verbose
0
17462
warm_start
false
17462
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
26.966000001266366
usercpu_time_millis_training
32.41600000183098
usercpu_time_millis_training
30.138000001898035
usercpu_time_millis_training
34.57399999751942
usercpu_time_millis_training
36.06000000218046
usercpu_time_millis_training
26.206000002275687
usercpu_time_millis_training
26.126000000658678
usercpu_time_millis_training
32.652000001689885
usercpu_time_millis_training
27.91599999909522
usercpu_time_millis_training
30.264000000897795
wall_clock_time_millis_training
18.001794815063477
wall_clock_time_millis_training
19.22607421875
wall_clock_time_millis_training
16.103029251098633
wall_clock_time_millis_training
21.47197723388672
wall_clock_time_millis_training
23.005008697509766
wall_clock_time_millis_training
13.734102249145508
wall_clock_time_millis_training
14.649152755737305
wall_clock_time_millis_training
22.84073829650879
wall_clock_time_millis_training
19.06728744506836
wall_clock_time_millis_training
20.148038864135742
usercpu_time_millis_testing
7.858000000851462
usercpu_time_millis_testing
9.300000001530861
usercpu_time_millis_testing
5.460000000311993
usercpu_time_millis_testing
6.266000000323402
usercpu_time_millis_testing
9.097999998630257
usercpu_time_millis_testing
9.288000001106411
usercpu_time_millis_testing
5.399999998189742
usercpu_time_millis_testing
8.932000000640983
usercpu_time_millis_testing
5.959999998594867
usercpu_time_millis_testing
7.753999998385552
usercpu_time_millis
34.82400000211783
usercpu_time_millis
41.71600000336184
usercpu_time_millis
35.59800000221003
usercpu_time_millis
40.839999997842824
usercpu_time_millis
45.158000000810716
usercpu_time_millis
35.4940000033821
usercpu_time_millis
31.52599999884842
usercpu_time_millis
41.58400000233087
usercpu_time_millis
33.87599999769009
usercpu_time_millis
38.01799999928335
wall_clock_time_millis_testing
4.352092742919922
wall_clock_time_millis_testing
4.962921142578125
wall_clock_time_millis_testing
2.7451515197753906
wall_clock_time_millis_testing
3.390073776245117
wall_clock_time_millis_testing
4.771947860717773
wall_clock_time_millis_testing
4.751682281494141
wall_clock_time_millis_testing
2.86102294921875
wall_clock_time_millis_testing
7.060050964355469
wall_clock_time_millis_testing
2.98309326171875
wall_clock_time_millis_testing
3.976106643676758
wall_clock_time_millis
22.3538875579834
wall_clock_time_millis
24.188995361328125
wall_clock_time_millis
18.848180770874023
wall_clock_time_millis
24.862051010131836
wall_clock_time_millis
27.77695655822754
wall_clock_time_millis
18.48578453063965
wall_clock_time_millis
17.510175704956055
wall_clock_time_millis
29.900789260864258
wall_clock_time_millis
22.05038070678711
wall_clock_time_millis
24.1241455078125
predictive_accuracy
0.6
predictive_accuracy
0.6
predictive_accuracy
0.64
predictive_accuracy
0.42
predictive_accuracy
0.56
predictive_accuracy
0.5
predictive_accuracy
0.56
predictive_accuracy
0.68
predictive_accuracy
0.5
predictive_accuracy
0.54