7592
16374
memory
null
16374
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": "svc", "step_name": "svc"}}]
16374
verbose
false
16374
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
n_jobs
null
16375
remainder
"drop"
16375
sparse_threshold
0.3
16375
transformer_weights
null
16375
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, false, true, false, true, false, false, false, false, false, true, true, true, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, false, true, false, true, true, true, true, true, false, false, false, true]}}]
16375
verbose
false
16375
memory
null
16376
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
16376
verbose
false
16376
copy
true
13294
with_mean
true
13294
with_std
true
13294
memory
null
16377
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
16377
verbose
false
16377
categorical_features
null
16348
categories
null
16348
drop
null
16348
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
16348
handle_unknown
"ignore"
16348
n_values
null
16348
sparse
true
16348
C
0.38559962233936546
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.08722972305625087
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
7.521110541330819
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
1
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
973885.1350120967
usercpu_time_millis_training
798323.5796649242
usercpu_time_millis_training
996771.1585910292
usercpu_time_millis_training
892937.7594179241
usercpu_time_millis_training
745506.712554954
usercpu_time_millis_training
777410.041374038
usercpu_time_millis_training
867702.822981053
usercpu_time_millis_training
964062.1981630102
usercpu_time_millis_training
907320.4700279748
usercpu_time_millis_training
923412.3818159569
wall_clock_time_millis_training
973885.0796222687
wall_clock_time_millis_training
798320.1494216919
wall_clock_time_millis_training
996767.8601741791
wall_clock_time_millis_training
892943.8207149506
wall_clock_time_millis_training
745511.6014480591
wall_clock_time_millis_training
777418.2331562042
wall_clock_time_millis_training
867711.9424343109
wall_clock_time_millis_training
964067.4364566803
wall_clock_time_millis_training
907320.0657367706
wall_clock_time_millis_training
923415.8818721771
usercpu_time_millis_testing
26754.338719998486
usercpu_time_millis_testing
17298.810918000527
usercpu_time_millis_testing
27408.263248042203
usercpu_time_millis_testing
17408.81113195792
usercpu_time_millis_testing
27530.341133940965
usercpu_time_millis_testing
26901.36238897685
usercpu_time_millis_testing
17454.09443799872
usercpu_time_millis_testing
17500.43061899487
usercpu_time_millis_testing
27622.408934985287
usercpu_time_millis_testing
17356.729353079572
usercpu_time_millis
1000639.4737320952
usercpu_time_millis
815622.3905829247
usercpu_time_millis
1024179.4218390714
usercpu_time_millis
910346.570549882
usercpu_time_millis
773037.053688895
usercpu_time_millis
804311.4037630148
usercpu_time_millis
885156.9174190518
usercpu_time_millis
981562.628782005
usercpu_time_millis
934942.8789629601
usercpu_time_millis
940769.1111690365
wall_clock_time_millis_testing
26754.332065582275
wall_clock_time_millis_testing
17298.72965812683
wall_clock_time_millis_testing
27408.199071884155
wall_clock_time_millis_testing
17408.77652168274
wall_clock_time_millis_testing
27530.28964996338
wall_clock_time_millis_testing
26901.7333984375
wall_clock_time_millis_testing
17454.14161682129
wall_clock_time_millis_testing
17500.452280044556
wall_clock_time_millis_testing
27622.417211532593
wall_clock_time_millis_testing
17356.72688484192
wall_clock_time_millis
1000639.411687851
wall_clock_time_millis
815618.8790798187
wall_clock_time_millis
1024176.0592460632
wall_clock_time_millis
910352.5972366333
wall_clock_time_millis
773041.8910980225
wall_clock_time_millis
804319.9665546417
wall_clock_time_millis
885166.0840511322
wall_clock_time_millis
981567.8887367249
wall_clock_time_millis
934942.4829483032
wall_clock_time_millis
940772.608757019
predictive_accuracy
0.7725690890481064
predictive_accuracy
0.7699078812691914
predictive_accuracy
0.7696560196560197
predictive_accuracy
0.7692465192465192
predictive_accuracy
0.7684275184275184
predictive_accuracy
0.7704750204750205
predictive_accuracy
0.7651515151515151
predictive_accuracy
0.7678132678132679
predictive_accuracy
0.7692465192465192
predictive_accuracy
0.7704750204750205