7592
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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": "columntransformer", "step_name": "columntransformer"}}, {"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
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
n_jobs
null
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remainder
"drop"
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sparse_threshold
0.3
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transformer_weights
null
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transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, false, true, false, true, false, false, false, false, false, true, true, true, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, false, true, false, true, true, true, true, true, false, false, false, true]}}]
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verbose
false
16375
memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
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verbose
false
16376
copy
true
13294
with_mean
true
13294
with_std
true
13294
memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
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verbose
false
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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
16348
C
34.309506367820646
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cache_size
200
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class_weight
null
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coef0
0.9351278973309118
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decision_function_shape
"ovr"
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degree
3
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gamma
0.022092401498255507
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kernel
"poly"
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max_iter
-1
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probability
false
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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
13389
openml-python
Sklearn_0.21.2.
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353548.8025529776
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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
352835.1636589505
usercpu_time_millis_training
345730.0723820226
usercpu_time_millis_training
293067.84460204653
usercpu_time_millis_training
329868.263186072
wall_clock_time_millis_training
353554.39591407776
wall_clock_time_millis_training
268493.89934539795
wall_clock_time_millis_training
340244.9007034302
wall_clock_time_millis_training
337995.5575466156
wall_clock_time_millis_training
323493.51596832275
wall_clock_time_millis_training
307124.09949302673
wall_clock_time_millis_training
352849.1475582123
wall_clock_time_millis_training
345736.43374443054
wall_clock_time_millis_training
293069.0975189209
wall_clock_time_millis_training
329887.7217769623
usercpu_time_millis_testing
6094.635720946826
usercpu_time_millis_testing
4106.541114975698
usercpu_time_millis_testing
4092.252132948488
usercpu_time_millis_testing
6119.187677977607
usercpu_time_millis_testing
4128.475314006209
usercpu_time_millis_testing
4115.82272790838
usercpu_time_millis_testing
6139.10745002795
usercpu_time_millis_testing
6161.88560705632
usercpu_time_millis_testing
4153.535526944324
usercpu_time_millis_testing
6090.131180011667
usercpu_time_millis
359643.4382739244
usercpu_time_millis
272598.5295859864
usercpu_time_millis
344330.18233894836
usercpu_time_millis
344109.2923899414
usercpu_time_millis
327620.0202960754
usercpu_time_millis
311237.8191839671
usercpu_time_millis
358974.2711089784
usercpu_time_millis
351891.95798907895
usercpu_time_millis
297221.38012899086
usercpu_time_millis
335958.39436608367
wall_clock_time_millis_testing
6094.666242599487
wall_clock_time_millis_testing
4106.585741043091
wall_clock_time_millis_testing
4092.306137084961
wall_clock_time_millis_testing
6119.2286014556885
wall_clock_time_millis_testing
4128.504753112793
wall_clock_time_millis_testing
4115.850448608398
wall_clock_time_millis_testing
6139.147520065308
wall_clock_time_millis_testing
6161.921262741089
wall_clock_time_millis_testing
4153.563022613525
wall_clock_time_millis_testing
6090.17014503479
wall_clock_time_millis
359649.06215667725
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
327622.02072143555
wall_clock_time_millis
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wall_clock_time_millis
358988.2950782776
wall_clock_time_millis
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wall_clock_time_millis
297222.6605415344
wall_clock_time_millis
335977.89192199707
predictive_accuracy
0.8597748208802457
predictive_accuracy
0.8524053224155578
predictive_accuracy
0.8562653562653563
predictive_accuracy
0.8542178542178542
predictive_accuracy
0.8566748566748567
predictive_accuracy
0.8488943488943489
predictive_accuracy
0.8511466011466011
predictive_accuracy
0.8574938574938575
predictive_accuracy
0.8603603603603603
predictive_accuracy
0.8626126126126126