2079
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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, true, false, false, false, true, true, true, true, false, true, true, true, true, true, true, true, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [true, false, true, true, true, false, false, false, false, true, false, false, false, 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
0.04627508381299772
17495
cache_size
200
17495
class_weight
null
17495
coef0
-0.563230253602446
17495
decision_function_shape
"ovr"
17495
degree
3
17495
gamma
0.00011061707084433878
17495
kernel
"sigmoid"
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
249.43799999999783
usercpu_time_millis_training
255.1119999999969
usercpu_time_millis_training
268.21999999999946
usercpu_time_millis_training
251.48800000000904
usercpu_time_millis_training
258.92000000000337
usercpu_time_millis_training
263.23600000000624
usercpu_time_millis_training
246.80000000000746
usercpu_time_millis_training
252.54400000000032
usercpu_time_millis_training
250.82600000000355
usercpu_time_millis_training
272.2400000000107
wall_clock_time_millis_training
125.31495094299316
wall_clock_time_millis_training
130.60712814331055
wall_clock_time_millis_training
134.95492935180664
wall_clock_time_millis_training
132.59601593017578
wall_clock_time_millis_training
130.91206550598145
wall_clock_time_millis_training
132.48491287231445
wall_clock_time_millis_training
124.04394149780273
wall_clock_time_millis_training
128.84521484375
wall_clock_time_millis_training
126.51920318603516
wall_clock_time_millis_training
141.14093780517578
usercpu_time_millis_testing
7.723999999996067
usercpu_time_millis_testing
7.418000000001257
usercpu_time_millis_testing
8.189999999999031
usercpu_time_millis_testing
7.766000000003714
usercpu_time_millis_testing
7.6420000000041455
usercpu_time_millis_testing
7.480000000001041
usercpu_time_millis_testing
7.519999999999527
usercpu_time_millis_testing
7.538000000010925
usercpu_time_millis_testing
7.518000000004577
usercpu_time_millis_testing
8.61400000000856
usercpu_time_millis
257.1619999999939
usercpu_time_millis
262.52999999999815
usercpu_time_millis
276.4099999999985
usercpu_time_millis
259.25400000001275
usercpu_time_millis
266.5620000000075
usercpu_time_millis
270.7160000000073
usercpu_time_millis
254.32000000000698
usercpu_time_millis
260.08200000001125
usercpu_time_millis
258.3440000000081
usercpu_time_millis
280.85400000001925
wall_clock_time_millis_testing
3.86810302734375
wall_clock_time_millis_testing
3.7131309509277344
wall_clock_time_millis_testing
4.153013229370117
wall_clock_time_millis_testing
3.8878917694091797
wall_clock_time_millis_testing
3.8547515869140625
wall_clock_time_millis_testing
3.7429332733154297
wall_clock_time_millis_testing
3.767251968383789
wall_clock_time_millis_testing
3.8149356842041016
wall_clock_time_millis_testing
3.761768341064453
wall_clock_time_millis_testing
4.352807998657227
wall_clock_time_millis
129.1830539703369
wall_clock_time_millis
134.32025909423828
wall_clock_time_millis
139.10794258117676
wall_clock_time_millis
136.48390769958496
wall_clock_time_millis
134.7668170928955
wall_clock_time_millis
136.22784614562988
wall_clock_time_millis
127.81119346618652
wall_clock_time_millis
132.6601505279541
wall_clock_time_millis
130.2809715270996
wall_clock_time_millis
145.493745803833
predictive_accuracy
0.28378378378378377
predictive_accuracy
0.28378378378378377
predictive_accuracy
0.2972972972972973
predictive_accuracy
0.2972972972972973
predictive_accuracy
0.2972972972972973
predictive_accuracy
0.2972972972972973
predictive_accuracy
0.2876712328767123
predictive_accuracy
0.2876712328767123
predictive_accuracy
0.2876712328767123
predictive_accuracy
0.2876712328767123