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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
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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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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, true, true, true, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, false, false, false, false, false, false]}}]
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verbose
false
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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
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copy
true
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with_mean
true
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with_std
true
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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
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C
6.796678297303513
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cache_size
200
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class_weight
null
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coef0
0.0
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decision_function_shape
"ovr"
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degree
3
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gamma
0.03212448571476791
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kernel
"rbf"
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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
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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
93905.31149803428
wall_clock_time_millis_training
85006.82258605957
wall_clock_time_millis_training
61050.57382583618
wall_clock_time_millis_training
92853.68585586548
wall_clock_time_millis_training
94342.89336204529
wall_clock_time_millis_training
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wall_clock_time_millis_training
90092.72503852844
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
93953.0782699585
usercpu_time_millis_testing
4011.14801998483
usercpu_time_millis_testing
3993.7040749937296
usercpu_time_millis_testing
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usercpu_time_millis_testing
6869.773513986729
usercpu_time_millis_testing
6752.529944991693
usercpu_time_millis_testing
6660.5223379447125
usercpu_time_millis_testing
6804.609233979136
usercpu_time_millis_testing
6682.255956984591
usercpu_time_millis_testing
6815.909850993194
usercpu_time_millis_testing
6804.391428944655
usercpu_time_millis
88983.47530094907
usercpu_time_millis
65044.034704973456
usercpu_time_millis
99580.11413598433
usercpu_time_millis
101211.93787595257
usercpu_time_millis
100033.19058497436
usercpu_time_millis
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usercpu_time_millis
100103.97266800283
usercpu_time_millis
97166.86839901377
usercpu_time_millis
101161.21449496131
usercpu_time_millis
100709.70292697893
wall_clock_time_millis_testing
4011.1711025238037
wall_clock_time_millis_testing
3993.725299835205
wall_clock_time_millis_testing
6779.559850692749
wall_clock_time_millis_testing
6869.804859161377
wall_clock_time_millis_testing
6752.695560455322
wall_clock_time_millis_testing
6660.547494888306
wall_clock_time_millis_testing
6804.646253585815
wall_clock_time_millis_testing
6682.29079246521
wall_clock_time_millis_testing
6817.344188690186
wall_clock_time_millis_testing
6808.3250522613525
wall_clock_time_millis
89017.99368858337
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
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wall_clock_time_millis
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wall_clock_time_millis
101495.61810493469
wall_clock_time_millis
100761.40332221985
predictive_accuracy
0.7950132391879965
predictive_accuracy
0.7866284201235657
predictive_accuracy
0.7850364158022511
predictive_accuracy
0.7903332597660561
predictive_accuracy
0.7890090487751048
predictive_accuracy
0.7885676451114544
predictive_accuracy
0.798940631207239
predictive_accuracy
0.7936437872434341
predictive_accuracy
0.7914367689251821
predictive_accuracy
0.7996027367027146