45
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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"}}]
18388
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
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C
0.07077231909653779
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cache_size
200
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class_weight
null
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coef0
0.9005967890758899
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decision_function_shape
"ovr"
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degree
4
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gamma
2.867595836610148
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kernel
"poly"
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max_iter
-1
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probability
true
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random_state
1
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shrinking
true
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tol
0.001
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verbose
false
17495
openml-python
Sklearn_0.21.2.
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
37069.08399999975
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
584.8980000000665
usercpu_time_millis_testing
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usercpu_time_millis_testing
572.1179999995911
usercpu_time_millis
38019.65999999947
usercpu_time_millis
37954.118000000104
usercpu_time_millis
38059.628000000426
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
37836.63400000023
usercpu_time_millis
37833.75799999977
usercpu_time_millis
37641.201999999335
wall_clock_time_millis_testing
292.7539348602295
wall_clock_time_millis_testing
286.052942276001
wall_clock_time_millis_testing
306.4088821411133
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
291.2449836730957
wall_clock_time_millis_testing
288.654088973999
wall_clock_time_millis_testing
293.81299018859863
wall_clock_time_millis_testing
295.12906074523926
wall_clock_time_millis_testing
300.2171516418457
wall_clock_time_millis_testing
288.8820171356201
wall_clock_time_millis
19263.49377632141
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
19080.312967300415
wall_clock_time_millis
19151.2713432312
wall_clock_time_millis
19018.102169036865
predictive_accuracy
0.9811912225705329
predictive_accuracy
0.9686520376175548
predictive_accuracy
0.9467084639498433
predictive_accuracy
0.9529780564263323
predictive_accuracy
0.9717868338557993
predictive_accuracy
0.9780564263322884
predictive_accuracy
0.9623824451410659
predictive_accuracy
0.9749216300940439
predictive_accuracy
0.9592476489028213
predictive_accuracy
0.987460815047022