49
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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"
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verbose
0
16358
categorical_features
null
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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
3.179246093743476
16360
cache_size
200
16360
class_weight
null
16360
coef0
-0.1657934328304418
16360
decision_function_shape
"ovr"
16360
degree
3
16360
gamma
0.00660161527743328
16360
kernel
"poly"
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
115.39600000105565
usercpu_time_millis_training
124.37400000271737
usercpu_time_millis_training
113.29200000182027
usercpu_time_millis_training
118.8560000009602
usercpu_time_millis_training
106.23000000123284
usercpu_time_millis_training
125.50599999667611
usercpu_time_millis_training
112.07400000057532
usercpu_time_millis_training
114.88200000167126
usercpu_time_millis_training
104.05399999945075
usercpu_time_millis_training
121.2599999998929
wall_clock_time_millis_training
68.08185577392578
wall_clock_time_millis_training
82.51690864562988
wall_clock_time_millis_training
64.65888023376465
wall_clock_time_millis_training
67.75021553039551
wall_clock_time_millis_training
59.57603454589844
wall_clock_time_millis_training
81.70914649963379
wall_clock_time_millis_training
67.82102584838867
wall_clock_time_millis_training
68.32003593444824
wall_clock_time_millis_training
60.040950775146484
wall_clock_time_millis_training
76.3702392578125
usercpu_time_millis_testing
10.927999999694293
usercpu_time_millis_testing
12.854000000515953
usercpu_time_millis_testing
18.061999999190448
usercpu_time_millis_testing
14.925999999832129
usercpu_time_millis_testing
14.85799999863957
usercpu_time_millis_testing
11.861999999382533
usercpu_time_millis_testing
13.938000000052853
usercpu_time_millis_testing
11.333999998896616
usercpu_time_millis_testing
13.98200000039651
usercpu_time_millis_testing
12.459999998100102
usercpu_time_millis
126.32400000074995
usercpu_time_millis
137.22800000323332
usercpu_time_millis
131.35400000101072
usercpu_time_millis
133.78200000079232
usercpu_time_millis
121.08799999987241
usercpu_time_millis
137.36799999605864
usercpu_time_millis
126.01200000062818
usercpu_time_millis
126.21600000056787
usercpu_time_millis
118.03599999984726
usercpu_time_millis
133.719999997993
wall_clock_time_millis_testing
5.821943283081055
wall_clock_time_millis_testing
6.674051284790039
wall_clock_time_millis_testing
11.062860488891602
wall_clock_time_millis_testing
8.942127227783203
wall_clock_time_millis_testing
7.915019989013672
wall_clock_time_millis_testing
6.16002082824707
wall_clock_time_millis_testing
9.307861328125
wall_clock_time_millis_testing
5.766153335571289
wall_clock_time_millis_testing
8.121967315673828
wall_clock_time_millis_testing
6.241083145141602
wall_clock_time_millis
73.90379905700684
wall_clock_time_millis
89.19095993041992
wall_clock_time_millis
75.72174072265625
wall_clock_time_millis
76.69234275817871
wall_clock_time_millis
67.49105453491211
wall_clock_time_millis
87.86916732788086
wall_clock_time_millis
77.12888717651367
wall_clock_time_millis
74.08618927001953
wall_clock_time_millis
68.16291809082031
wall_clock_time_millis
82.6113224029541
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.6458333333333334
predictive_accuracy
0.6458333333333334
predictive_accuracy
0.6526315789473685
predictive_accuracy
0.6526315789473685