49
16366
memory
null
16366
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16366
verbose
false
16366
add_indicator
false
16358
copy
true
16358
fill_value
null
16358
missing_values
NaN
16358
strategy
"most_frequent"
16358
verbose
0
16358
categorical_features
null
16365
categories
null
16365
drop
null
16365
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
16365
handle_unknown
"ignore"
16365
n_values
null
16365
sparse
true
16365
C
9.62953169042274
16360
cache_size
200
16360
class_weight
null
16360
coef0
0.0
16360
decision_function_shape
"ovr"
16360
degree
3
16360
gamma
0.037086661651597304
16360
kernel
"rbf"
16360
max_iter
-1
16360
probability
false
16360
random_state
1
16360
shrinking
true
16360
tol
0.001
16360
verbose
false
16360
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
189.84399999681045
usercpu_time_millis_training
214.38599999964936
usercpu_time_millis_training
182.91599999793107
usercpu_time_millis_training
175.74600000079954
usercpu_time_millis_training
171.57999999835738
usercpu_time_millis_training
230.60599999735132
usercpu_time_millis_training
214.69599999909406
usercpu_time_millis_training
235.84000000118976
usercpu_time_millis_training
236.19999999937136
usercpu_time_millis_training
219.1820000007283
wall_clock_time_millis_training
100.59714317321777
wall_clock_time_millis_training
123.40593338012695
wall_clock_time_millis_training
94.15602684020996
wall_clock_time_millis_training
93.64581108093262
wall_clock_time_millis_training
92.4370288848877
wall_clock_time_millis_training
137.2690200805664
wall_clock_time_millis_training
142.9591178894043
wall_clock_time_millis_training
153.2909870147705
wall_clock_time_millis_training
185.85491180419922
wall_clock_time_millis_training
147.9470729827881
usercpu_time_millis_testing
10.917999999946915
usercpu_time_millis_testing
11.130000002594898
usercpu_time_millis_testing
8.515999998053303
usercpu_time_millis_testing
12.889999998151325
usercpu_time_millis_testing
7.824000000255182
usercpu_time_millis_testing
10.548000002017943
usercpu_time_millis_testing
10.581999998976244
usercpu_time_millis_testing
11.155999996844912
usercpu_time_millis_testing
11.67399999758345
usercpu_time_millis_testing
8.58400000288384
usercpu_time_millis
200.76199999675737
usercpu_time_millis
225.51600000224425
usercpu_time_millis
191.43199999598437
usercpu_time_millis
188.63599999895087
usercpu_time_millis
179.40399999861256
usercpu_time_millis
241.15399999936926
usercpu_time_millis
225.2779999980703
usercpu_time_millis
246.99599999803468
usercpu_time_millis
247.8739999969548
usercpu_time_millis
227.76600000361213
wall_clock_time_millis_testing
5.900144577026367
wall_clock_time_millis_testing
6.018877029418945
wall_clock_time_millis_testing
4.450082778930664
wall_clock_time_millis_testing
8.96000862121582
wall_clock_time_millis_testing
4.001140594482422
wall_clock_time_millis_testing
6.558895111083984
wall_clock_time_millis_testing
5.556821823120117
wall_clock_time_millis_testing
29.234886169433594
wall_clock_time_millis_testing
12.01486587524414
wall_clock_time_millis_testing
4.5261383056640625
wall_clock_time_millis
106.49728775024414
wall_clock_time_millis
129.4248104095459
wall_clock_time_millis
98.60610961914062
wall_clock_time_millis
102.60581970214844
wall_clock_time_millis
96.43816947937012
wall_clock_time_millis
143.8279151916504
wall_clock_time_millis
148.5159397125244
wall_clock_time_millis
182.5258731842041
wall_clock_time_millis
197.86977767944336
wall_clock_time_millis
152.47321128845215
predictive_accuracy
0.9583333333333334
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9895833333333334
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9789473684210527
predictive_accuracy
0.9894736842105263