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
0.1245563730317402
17495
cache_size
200
17495
class_weight
null
17495
coef0
-0.8010632981380832
17495
decision_function_shape
"ovr"
17495
degree
3
17495
gamma
0.2962905189710718
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
162.93599999999842
usercpu_time_millis_training
166.0819999999994
usercpu_time_millis_training
164.13200000000217
usercpu_time_millis_training
168.11400000000276
usercpu_time_millis_training
177.23600000000062
usercpu_time_millis_training
183.71600000000043
usercpu_time_millis_training
164.8139999999998
usercpu_time_millis_training
164.39800000000204
usercpu_time_millis_training
162.75199999999757
usercpu_time_millis_training
163.82400000000175
wall_clock_time_millis_training
81.64095878601074
wall_clock_time_millis_training
82.88383483886719
wall_clock_time_millis_training
82.37695693969727
wall_clock_time_millis_training
84.47098731994629
wall_clock_time_millis_training
89.07794952392578
wall_clock_time_millis_training
92.11587905883789
wall_clock_time_millis_training
82.7629566192627
wall_clock_time_millis_training
82.39412307739258
wall_clock_time_millis_training
81.75206184387207
wall_clock_time_millis_training
82.20887184143066
usercpu_time_millis_testing
7.339999999999236
usercpu_time_millis_testing
7.906000000001967
usercpu_time_millis_testing
7.439999999999003
usercpu_time_millis_testing
10.785999999999518
usercpu_time_millis_testing
7.457999999999743
usercpu_time_millis_testing
8.83400000000023
usercpu_time_millis_testing
8.037999999999101
usercpu_time_millis_testing
7.395999999999958
usercpu_time_millis_testing
7.9659999999996955
usercpu_time_millis_testing
7.30000000000075
usercpu_time_millis
170.27599999999765
usercpu_time_millis
173.98800000000136
usercpu_time_millis
171.57200000000117
usercpu_time_millis
178.90000000000228
usercpu_time_millis
184.69400000000036
usercpu_time_millis
192.55000000000067
usercpu_time_millis
172.8519999999989
usercpu_time_millis
171.794000000002
usercpu_time_millis
170.71799999999726
usercpu_time_millis
171.1240000000025
wall_clock_time_millis_testing
3.715991973876953
wall_clock_time_millis_testing
3.971099853515625
wall_clock_time_millis_testing
3.723621368408203
wall_clock_time_millis_testing
5.447864532470703
wall_clock_time_millis_testing
3.7369728088378906
wall_clock_time_millis_testing
4.42194938659668
wall_clock_time_millis_testing
4.072904586791992
wall_clock_time_millis_testing
3.7009716033935547
wall_clock_time_millis_testing
4.045248031616211
wall_clock_time_millis_testing
3.654003143310547
wall_clock_time_millis
85.3569507598877
wall_clock_time_millis
86.85493469238281
wall_clock_time_millis
86.10057830810547
wall_clock_time_millis
89.91885185241699
wall_clock_time_millis
92.81492233276367
wall_clock_time_millis
96.53782844543457
wall_clock_time_millis
86.83586120605469
wall_clock_time_millis
86.09509468078613
wall_clock_time_millis
85.79730987548828
wall_clock_time_millis
85.86287498474121
predictive_accuracy
0.62
predictive_accuracy
0.68
predictive_accuracy
0.6
predictive_accuracy
0.5
predictive_accuracy
0.58
predictive_accuracy
0.6
predictive_accuracy
0.58
predictive_accuracy
0.68
predictive_accuracy
0.56
predictive_accuracy
0.56