125920
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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"}}]
18607
verbose
false
18607
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
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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
10
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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
131.6980000010517
usercpu_time_millis_training
137.95800000298186
usercpu_time_millis_training
123.76600000061444
usercpu_time_millis_training
132.94200000018463
usercpu_time_millis_training
133.32399999853806
usercpu_time_millis_training
126.56599999900209
usercpu_time_millis_training
131.04200000088895
usercpu_time_millis_training
138.9439999984461
usercpu_time_millis_training
137.63399999879766
usercpu_time_millis_training
127.79000000227825
wall_clock_time_millis_training
81.94112777709961
wall_clock_time_millis_training
81.8629264831543
wall_clock_time_millis_training
68.73393058776855
wall_clock_time_millis_training
83.30702781677246
wall_clock_time_millis_training
78.42206954956055
wall_clock_time_millis_training
69.03767585754395
wall_clock_time_millis_training
74.08905029296875
wall_clock_time_millis_training
80.79290390014648
wall_clock_time_millis_training
77.98194885253906
wall_clock_time_millis_training
80.66296577453613
usercpu_time_millis_testing
5.402000002504792
usercpu_time_millis_testing
8.18000000072061
usercpu_time_millis_testing
5.049999999755528
usercpu_time_millis_testing
7.661999999982072
usercpu_time_millis_testing
8.295999999972992
usercpu_time_millis_testing
6.327999999484746
usercpu_time_millis_testing
9.470000000874279
usercpu_time_millis_testing
5.000000001018634
usercpu_time_millis_testing
5.4139999992912635
usercpu_time_millis_testing
8.634000001620734
usercpu_time_millis
137.1000000035565
usercpu_time_millis
146.13800000370247
usercpu_time_millis
128.81600000036997
usercpu_time_millis
140.6040000001667
usercpu_time_millis
141.61999999851105
usercpu_time_millis
132.89399999848683
usercpu_time_millis
140.51200000176323
usercpu_time_millis
143.94399999946472
usercpu_time_millis
143.04799999808893
usercpu_time_millis
136.42400000389898
wall_clock_time_millis_testing
2.7170181274414062
wall_clock_time_millis_testing
4.230976104736328
wall_clock_time_millis_testing
2.5277137756347656
wall_clock_time_millis_testing
9.624242782592773
wall_clock_time_millis_testing
4.304170608520508
wall_clock_time_millis_testing
3.213167190551758
wall_clock_time_millis_testing
5.050897598266602
wall_clock_time_millis_testing
2.5038719177246094
wall_clock_time_millis_testing
2.711057662963867
wall_clock_time_millis_testing
4.704952239990234
wall_clock_time_millis
84.65814590454102
wall_clock_time_millis
86.09390258789062
wall_clock_time_millis
71.26164436340332
wall_clock_time_millis
92.93127059936523
wall_clock_time_millis
82.72624015808105
wall_clock_time_millis
72.2508430480957
wall_clock_time_millis
79.13994789123535
wall_clock_time_millis
83.2967758178711
wall_clock_time_millis
80.69300651550293
wall_clock_time_millis
85.36791801452637
predictive_accuracy
0.58
predictive_accuracy
0.64
predictive_accuracy
0.62
predictive_accuracy
0.46
predictive_accuracy
0.54
predictive_accuracy
0.56
predictive_accuracy
0.52
predictive_accuracy
0.7
predictive_accuracy
0.46
predictive_accuracy
0.54