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
1.0
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class_weight
null
17462
dual
false
17462
fit_intercept
true
17462
intercept_scaling
1
17462
l1_ratio
null
17462
max_iter
100
17462
multi_class
"warn"
17462
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
184.5020000000659
usercpu_time_millis_training
370.9240000007412
usercpu_time_millis_training
362.5400000000809
usercpu_time_millis_training
390.84399999956076
usercpu_time_millis_training
374.9360000001616
usercpu_time_millis_training
391.5420000002996
usercpu_time_millis_training
376.04800000008254
usercpu_time_millis_training
385.11799999923824
usercpu_time_millis_training
448.16400000036083
usercpu_time_millis_training
361.78800000016054
wall_clock_time_millis_training
98.48594665527344
wall_clock_time_millis_training
95.40700912475586
wall_clock_time_millis_training
93.17684173583984
wall_clock_time_millis_training
101.06396675109863
wall_clock_time_millis_training
97.51510620117188
wall_clock_time_millis_training
101.45688056945801
wall_clock_time_millis_training
96.3599681854248
wall_clock_time_millis_training
99.00999069213867
wall_clock_time_millis_training
116.85705184936523
wall_clock_time_millis_training
93.40906143188477
usercpu_time_millis_testing
3.9980000001378357
usercpu_time_millis_testing
7.625999999618216
usercpu_time_millis_testing
8.243999999649532
usercpu_time_millis_testing
8.430000000771543
usercpu_time_millis_testing
8.252000000538828
usercpu_time_millis_testing
8.194000000003143
usercpu_time_millis_testing
8.33399999919493
usercpu_time_millis_testing
8.12800000039715
usercpu_time_millis_testing
8.464000000458327
usercpu_time_millis_testing
8.186000000023341
usercpu_time_millis
188.50000000020373
usercpu_time_millis
378.55000000035943
usercpu_time_millis
370.78399999973044
usercpu_time_millis
399.2740000003323
usercpu_time_millis
383.1880000007004
usercpu_time_millis
399.73600000030274
usercpu_time_millis
384.38199999927747
usercpu_time_millis
393.2459999996354
usercpu_time_millis
456.62800000081916
usercpu_time_millis
369.9740000001839
wall_clock_time_millis_testing
2.201080322265625
wall_clock_time_millis_testing
1.9190311431884766
wall_clock_time_millis_testing
2.1741390228271484
wall_clock_time_millis_testing
2.2521018981933594
wall_clock_time_millis_testing
2.1970272064208984
wall_clock_time_millis_testing
2.148866653442383
wall_clock_time_millis_testing
2.233743667602539
wall_clock_time_millis_testing
2.1429061889648438
wall_clock_time_millis_testing
2.232789993286133
wall_clock_time_millis_testing
2.2139549255371094
wall_clock_time_millis
100.68702697753906
wall_clock_time_millis
97.32604026794434
wall_clock_time_millis
95.35098075866699
wall_clock_time_millis
103.31606864929199
wall_clock_time_millis
99.71213340759277
wall_clock_time_millis
103.60574722290039
wall_clock_time_millis
98.59371185302734
wall_clock_time_millis
101.15289688110352
wall_clock_time_millis
119.08984184265137
wall_clock_time_millis
95.62301635742188
predictive_accuracy
0.7634598411297441
predictive_accuracy
0.7632391879964695
predictive_accuracy
0.7523725446921209
predictive_accuracy
0.7598764069741779
predictive_accuracy
0.7565658794967999
predictive_accuracy
0.760979916133304
predictive_accuracy
0.7737806223791658
predictive_accuracy
0.7673802692562348
predictive_accuracy
0.754579563010373
predictive_accuracy
0.7592143014787023