219
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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
17407
strategy
"most_frequent"
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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": [true, false, true, true, true, true, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, false, false, false, false, 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
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
100000.0
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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
724
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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
17462
verbose
0
17462
warm_start
false
17462
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
185.76800000028015
usercpu_time_millis_training
370.1920000003156
usercpu_time_millis_training
364.8160000002463
usercpu_time_millis_training
358.46399999991263
usercpu_time_millis_training
373.44799999937095
usercpu_time_millis_training
395.5919999998514
usercpu_time_millis_training
377.75999999939813
usercpu_time_millis_training
368.45199999970646
usercpu_time_millis_training
357.2439999998096
usercpu_time_millis_training
364.5939999996699
wall_clock_time_millis_training
99.62701797485352
wall_clock_time_millis_training
95.9160327911377
wall_clock_time_millis_training
94.25497055053711
wall_clock_time_millis_training
92.28110313415527
wall_clock_time_millis_training
96.76814079284668
wall_clock_time_millis_training
102.22005844116211
wall_clock_time_millis_training
97.31197357177734
wall_clock_time_millis_training
94.85840797424316
wall_clock_time_millis_training
91.93086624145508
wall_clock_time_millis_training
93.59979629516602
usercpu_time_millis_testing
4.12400000004709
usercpu_time_millis_testing
7.615999999870837
usercpu_time_millis_testing
8.30599999972037
usercpu_time_millis_testing
8.034000000407104
usercpu_time_millis_testing
8.174000000508386
usercpu_time_millis_testing
8.629999999357096
usercpu_time_millis_testing
8.057999999437016
usercpu_time_millis_testing
8.025999999517808
usercpu_time_millis_testing
8.017999999538006
usercpu_time_millis_testing
7.982000000083644
usercpu_time_millis
189.89200000032724
usercpu_time_millis
377.80800000018644
usercpu_time_millis
373.12199999996665
usercpu_time_millis
366.49800000031973
usercpu_time_millis
381.62199999987934
usercpu_time_millis
404.2219999992085
usercpu_time_millis
385.81799999883515
usercpu_time_millis
376.47799999922427
usercpu_time_millis
365.2619999993476
usercpu_time_millis
372.57599999975355
wall_clock_time_millis_testing
2.1469593048095703
wall_clock_time_millis_testing
1.9240379333496094
wall_clock_time_millis_testing
2.1953582763671875
wall_clock_time_millis_testing
2.105712890625
wall_clock_time_millis_testing
2.142190933227539
wall_clock_time_millis_testing
2.313852310180664
wall_clock_time_millis_testing
2.1228790283203125
wall_clock_time_millis_testing
2.1202564239501953
wall_clock_time_millis_testing
2.118825912475586
wall_clock_time_millis_testing
2.1088123321533203
wall_clock_time_millis
101.77397727966309
wall_clock_time_millis
97.8400707244873
wall_clock_time_millis
96.4503288269043
wall_clock_time_millis
94.38681602478027
wall_clock_time_millis
98.91033172607422
wall_clock_time_millis
104.53391075134277
wall_clock_time_millis
99.43485260009766
wall_clock_time_millis
96.97866439819336
wall_clock_time_millis
94.04969215393066
wall_clock_time_millis
95.70860862731934
predictive_accuracy
0.7636804942630185
predictive_accuracy
0.7632391879964695
predictive_accuracy
0.7523725446921209
predictive_accuracy
0.7598764069741779
predictive_accuracy
0.7565658794967999
predictive_accuracy
0.7607592143014787
predictive_accuracy
0.7737806223791658
predictive_accuracy
0.7673802692562348
predictive_accuracy
0.754579563010373
predictive_accuracy
0.7592143014787023