125920
18298
memory
null
18298
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"}}]
18298
verbose
false
18298
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": [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"
17408
n_values
null
17408
sparse
true
17408
C
13917.287565392886
17495
cache_size
200
17495
class_weight
null
17495
coef0
0.030380904322180546
17495
decision_function_shape
"ovr"
17495
degree
5
17495
gamma
0.0011255179130262153
17495
kernel
"poly"
17495
max_iter
-1
17495
probability
true
17495
random_state
1
17495
shrinking
true
17495
tol
0.001
17495
verbose
false
17495
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
136.41799999999904
usercpu_time_millis_training
137.85800000000137
usercpu_time_millis_training
135.69400000000087
usercpu_time_millis_training
134.79399999999941
usercpu_time_millis_training
134.90999999999786
usercpu_time_millis_training
134.84000000000407
usercpu_time_millis_training
135.94799999999907
usercpu_time_millis_training
135.31799999999805
usercpu_time_millis_training
135.50599999999946
usercpu_time_millis_training
134.7680000000011
wall_clock_time_millis_training
68.44401359558105
wall_clock_time_millis_training
68.76897811889648
wall_clock_time_millis_training
68.3448314666748
wall_clock_time_millis_training
67.51179695129395
wall_clock_time_millis_training
67.55208969116211
wall_clock_time_millis_training
67.57593154907227
wall_clock_time_millis_training
68.24588775634766
wall_clock_time_millis_training
67.94905662536621
wall_clock_time_millis_training
68.01629066467285
wall_clock_time_millis_training
67.49582290649414
usercpu_time_millis_testing
7.542000000000826
usercpu_time_millis_testing
7.820000000002381
usercpu_time_millis_testing
7.343999999996242
usercpu_time_millis_testing
7.424000000000319
usercpu_time_millis_testing
7.406000000003132
usercpu_time_millis_testing
7.567999999999131
usercpu_time_millis_testing
8.243999999997698
usercpu_time_millis_testing
7.308000000001869
usercpu_time_millis_testing
7.510000000003458
usercpu_time_millis_testing
7.4380000000005
usercpu_time_millis
143.95999999999987
usercpu_time_millis
145.67800000000375
usercpu_time_millis
143.0379999999971
usercpu_time_millis
142.21799999999973
usercpu_time_millis
142.316000000001
usercpu_time_millis
142.4080000000032
usercpu_time_millis
144.19199999999677
usercpu_time_millis
142.62599999999992
usercpu_time_millis
143.01600000000292
usercpu_time_millis
142.2060000000016
wall_clock_time_millis_testing
3.815889358520508
wall_clock_time_millis_testing
4.019975662231445
wall_clock_time_millis_testing
3.710031509399414
wall_clock_time_millis_testing
3.7360191345214844
wall_clock_time_millis_testing
3.709077835083008
wall_clock_time_millis_testing
3.787994384765625
wall_clock_time_millis_testing
4.135847091674805
wall_clock_time_millis_testing
3.6649703979492188
wall_clock_time_millis_testing
3.7622451782226562
wall_clock_time_millis_testing
3.7298202514648438
wall_clock_time_millis
72.25990295410156
wall_clock_time_millis
72.78895378112793
wall_clock_time_millis
72.05486297607422
wall_clock_time_millis
71.24781608581543
wall_clock_time_millis
71.26116752624512
wall_clock_time_millis
71.36392593383789
wall_clock_time_millis
72.38173484802246
wall_clock_time_millis
71.61402702331543
wall_clock_time_millis
71.77853584289551
wall_clock_time_millis
71.22564315795898
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58