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"}}]
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verbose
false
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add_indicator
false
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copy
true
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fill_value
null
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missing_values
NaN
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strategy
"most_frequent"
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verbose
0
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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
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sparse
true
16365
C
116.25092311029707
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cache_size
200
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class_weight
null
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coef0
0.8395074651475241
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decision_function_shape
"ovr"
16360
degree
4
16360
gamma
0.001263748978199219
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kernel
"rbf"
16360
max_iter
-1
16360
probability
false
16360
random_state
1
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shrinking
true
16360
tol
0.001
16360
verbose
false
16360
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
364.3140000021958
usercpu_time_millis_training
339.08799999699113
usercpu_time_millis_training
357.45999999926426
usercpu_time_millis_training
401.38399999705143
usercpu_time_millis_training
327.58800000010524
usercpu_time_millis_training
325.5440000029921
usercpu_time_millis_training
314.36399999802234
usercpu_time_millis_training
324.83200000206125
usercpu_time_millis_training
319.8359999987588
usercpu_time_millis_training
280.56000000287895
wall_clock_time_millis_training
205.22189140319824
wall_clock_time_millis_training
195.1589584350586
wall_clock_time_millis_training
218.40882301330566
wall_clock_time_millis_training
226.182222366333
wall_clock_time_millis_training
170.4850196838379
wall_clock_time_millis_training
171.5259552001953
wall_clock_time_millis_training
164.09587860107422
wall_clock_time_millis_training
169.65007781982422
wall_clock_time_millis_training
167.7989959716797
wall_clock_time_millis_training
149.26385879516602
usercpu_time_millis_testing
11.809999999968568
usercpu_time_millis_testing
8.421999998972751
usercpu_time_millis_testing
12.230000000272412
usercpu_time_millis_testing
12.947999999596504
usercpu_time_millis_testing
7.096000001183711
usercpu_time_millis_testing
7.595999999466585
usercpu_time_millis_testing
7.847999997466104
usercpu_time_millis_testing
8.608000000094762
usercpu_time_millis_testing
11.288000001513865
usercpu_time_millis_testing
7.349999999860302
usercpu_time_millis
376.1240000021644
usercpu_time_millis
347.5099999959639
usercpu_time_millis
369.68999999953667
usercpu_time_millis
414.33199999664794
usercpu_time_millis
334.68400000128895
usercpu_time_millis
333.1400000024587
usercpu_time_millis
322.21199999548844
usercpu_time_millis
333.440000002156
usercpu_time_millis
331.12400000027264
usercpu_time_millis
287.91000000273925
wall_clock_time_millis_testing
6.004810333251953
wall_clock_time_millis_testing
4.292011260986328
wall_clock_time_millis_testing
7.960081100463867
wall_clock_time_millis_testing
8.437156677246094
wall_clock_time_millis_testing
3.5719871520996094
wall_clock_time_millis_testing
3.8099288940429688
wall_clock_time_millis_testing
4.068851470947266
wall_clock_time_millis_testing
4.3392181396484375
wall_clock_time_millis_testing
5.995988845825195
wall_clock_time_millis_testing
3.755807876586914
wall_clock_time_millis
211.2267017364502
wall_clock_time_millis
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wall_clock_time_millis
226.36890411376953
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
175.33588409423828
wall_clock_time_millis
168.16473007202148
wall_clock_time_millis
173.98929595947266
wall_clock_time_millis
173.79498481750488
wall_clock_time_millis
153.01966667175293
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