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"
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": [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
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l1_ratio
null
17462
max_iter
100
17462
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
185.60799999977462
usercpu_time_millis_training
365.77200000010635
usercpu_time_millis_training
380.10599999961414
usercpu_time_millis_training
386.63199999973585
usercpu_time_millis_training
369.7099999999409
usercpu_time_millis_training
392.9660000003423
usercpu_time_millis_training
381.17200000033336
usercpu_time_millis_training
386.80199999998877
usercpu_time_millis_training
371.76999999974214
usercpu_time_millis_training
364.94800000036776
wall_clock_time_millis_training
99.66015815734863
wall_clock_time_millis_training
94.7561264038086
wall_clock_time_millis_training
97.87392616271973
wall_clock_time_millis_training
99.49183464050293
wall_clock_time_millis_training
95.56293487548828
wall_clock_time_millis_training
101.55200958251953
wall_clock_time_millis_training
98.53005409240723
wall_clock_time_millis_training
99.07698631286621
wall_clock_time_millis_training
95.76106071472168
wall_clock_time_millis_training
93.80292892456055
usercpu_time_millis_testing
4.103999999642838
usercpu_time_millis_testing
7.582000000184053
usercpu_time_millis_testing
8.452000000033877
usercpu_time_millis_testing
8.093999999800872
usercpu_time_millis_testing
8.203999999750522
usercpu_time_millis_testing
8.109999999760475
usercpu_time_millis_testing
8.09800000024552
usercpu_time_millis_testing
8.02800000019488
usercpu_time_millis_testing
8.092000000033295
usercpu_time_millis_testing
8.123999999952503
usercpu_time_millis
189.71199999941746
usercpu_time_millis
373.3540000002904
usercpu_time_millis
388.557999999648
usercpu_time_millis
394.7259999995367
usercpu_time_millis
377.91399999969144
usercpu_time_millis
401.0760000001028
usercpu_time_millis
389.2700000005789
usercpu_time_millis
394.83000000018365
usercpu_time_millis
379.86199999977543
usercpu_time_millis
373.07200000032026
wall_clock_time_millis_testing
2.148866653442383
wall_clock_time_millis_testing
1.9083023071289062
wall_clock_time_millis_testing
2.2881031036376953
wall_clock_time_millis_testing
2.1331310272216797
wall_clock_time_millis_testing
2.1898746490478516
wall_clock_time_millis_testing
2.1228790283203125
wall_clock_time_millis_testing
2.1331310272216797
wall_clock_time_millis_testing
2.110004425048828
wall_clock_time_millis_testing
2.136707305908203
wall_clock_time_millis_testing
2.1431446075439453
wall_clock_time_millis
101.80902481079102
wall_clock_time_millis
96.6644287109375
wall_clock_time_millis
100.16202926635742
wall_clock_time_millis
101.62496566772461
wall_clock_time_millis
97.75280952453613
wall_clock_time_millis
103.67488861083984
wall_clock_time_millis
100.6631851196289
wall_clock_time_millis
101.18699073791504
wall_clock_time_millis
97.89776802062988
wall_clock_time_millis
95.94607353210449
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