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
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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, 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
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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
16376
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
0.0625957382855844
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cache_size
200
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class_weight
null
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coef0
0.06841249227557245
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decision_function_shape
"ovr"
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degree
4
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gamma
0.03247401424135849
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kernel
"sigmoid"
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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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usercpu_time_millis_training
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151635.86357503664
usercpu_time_millis_training
147046.79954401217
usercpu_time_millis_training
122316.77559297532
wall_clock_time_millis_training
149021.1808681488
wall_clock_time_millis_training
148834.5468044281
wall_clock_time_millis_training
149419.4254875183
wall_clock_time_millis_training
148534.50083732605
wall_clock_time_millis_training
151352.5369167328
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
147047.00636863708
wall_clock_time_millis_training
122323.41885566711
usercpu_time_millis_testing
10278.220087988302
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
10229.18770101387
usercpu_time_millis_testing
10345.601061009802
usercpu_time_millis_testing
6627.5961509672925
usercpu_time_millis_testing
6661.970592918806
usercpu_time_millis_testing
10261.35264604818
usercpu_time_millis_testing
9609.096674015746
usercpu_time_millis_testing
10063.275587046519
usercpu_time_millis
159299.3892680388
usercpu_time_millis
159065.40203501936
usercpu_time_millis
159656.97177988477
usercpu_time_millis
158741.01559398696
usercpu_time_millis
161696.22627203353
usercpu_time_millis
130208.99230090436
usercpu_time_millis
141770.72791091632
usercpu_time_millis
161897.21622108482
usercpu_time_millis
156655.89621802792
usercpu_time_millis
132380.05118002184
wall_clock_time_millis_testing
10278.22470664978
wall_clock_time_millis_testing
10237.850904464722
wall_clock_time_millis_testing
10237.486124038696
wall_clock_time_millis_testing
10230.233669281006
wall_clock_time_millis_testing
10345.611810684204
wall_clock_time_millis_testing
6627.618312835693
wall_clock_time_millis_testing
6661.99517250061
wall_clock_time_millis_testing
10261.377096176147
wall_clock_time_millis_testing
9609.118938446045
wall_clock_time_millis_testing
10063.29870223999
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
161899.59192276
wall_clock_time_millis
156656.12530708313
wall_clock_time_millis
132386.7175579071
predictive_accuracy
0.8233367451381781
predictive_accuracy
0.8247697031729785
predictive_accuracy
0.8224815724815725
predictive_accuracy
0.8243243243243243
predictive_accuracy
0.8208435708435708
predictive_accuracy
0.8138820638820639
predictive_accuracy
0.8192055692055692
predictive_accuracy
0.8235053235053235
predictive_accuracy
0.8251433251433251
predictive_accuracy
0.8245290745290745