49
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memory
null
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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
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add_indicator
false
16358
copy
true
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fill_value
null
16358
missing_values
NaN
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strategy
"most_frequent"
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verbose
0
16358
categorical_features
null
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categories
null
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drop
null
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
null
16365
sparse
true
16365
C
0.6945819136497673
16360
cache_size
200
16360
class_weight
null
16360
coef0
0.8068153098494797
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decision_function_shape
"ovr"
16360
degree
3
16360
gamma
0.05994234861688584
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
116.8020000004617
usercpu_time_millis_training
103.88999999850057
usercpu_time_millis_training
100.1700000015262
usercpu_time_millis_training
93.12000000136322
usercpu_time_millis_training
102.92800000024727
usercpu_time_millis_training
94.3699999988894
usercpu_time_millis_training
82.0640000019921
usercpu_time_millis_training
77.98199999888311
usercpu_time_millis_training
79.82600000104867
usercpu_time_millis_training
86.36800000022049
wall_clock_time_millis_training
67.16799736022949
wall_clock_time_millis_training
70.47486305236816
wall_clock_time_millis_training
59.86905097961426
wall_clock_time_millis_training
69.52190399169922
wall_clock_time_millis_training
65.9182071685791
wall_clock_time_millis_training
64.12696838378906
wall_clock_time_millis_training
43.096065521240234
wall_clock_time_millis_training
41.226863861083984
wall_clock_time_millis_training
41.72921180725098
wall_clock_time_millis_training
45.21489143371582
usercpu_time_millis_testing
8.550000002287561
usercpu_time_millis_testing
13.247999999293825
usercpu_time_millis_testing
10.640000000421423
usercpu_time_millis_testing
13.517999999749009
usercpu_time_millis_testing
12.055999999574851
usercpu_time_millis_testing
12.462000002415152
usercpu_time_millis_testing
8.825999997498002
usercpu_time_millis_testing
10.14999999824795
usercpu_time_millis_testing
8.735999999771593
usercpu_time_millis_testing
8.797999998932937
usercpu_time_millis
125.35200000274926
usercpu_time_millis
117.1379999977944
usercpu_time_millis
110.81000000194763
usercpu_time_millis
106.63800000111223
usercpu_time_millis
114.98399999982212
usercpu_time_millis
106.83200000130455
usercpu_time_millis
90.8899999994901
usercpu_time_millis
88.13199999713106
usercpu_time_millis
88.56200000082026
usercpu_time_millis
95.16599999915343
wall_clock_time_millis_testing
4.781007766723633
wall_clock_time_millis_testing
7.791996002197266
wall_clock_time_millis_testing
5.609989166259766
wall_clock_time_millis_testing
9.936094284057617
wall_clock_time_millis_testing
12.034893035888672
wall_clock_time_millis_testing
7.085084915161133
wall_clock_time_millis_testing
4.87971305847168
wall_clock_time_millis_testing
5.745887756347656
wall_clock_time_millis_testing
4.903078079223633
wall_clock_time_millis_testing
4.443168640136719
wall_clock_time_millis
71.94900512695312
wall_clock_time_millis
78.26685905456543
wall_clock_time_millis
65.47904014587402
wall_clock_time_millis
79.45799827575684
wall_clock_time_millis
77.95310020446777
wall_clock_time_millis
71.2120532989502
wall_clock_time_millis
47.975778579711914
wall_clock_time_millis
46.97275161743164
wall_clock_time_millis
46.63228988647461
wall_clock_time_millis
49.65806007385254
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