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
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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
8.654380769866588
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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
0.026498213103480193
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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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158913.33178803325
usercpu_time_millis_training
169743.52747993544
wall_clock_time_millis_training
156899.8260498047
wall_clock_time_millis_training
153053.25174331665
wall_clock_time_millis_training
142895.95293998718
wall_clock_time_millis_training
141102.13232040405
wall_clock_time_millis_training
151940.3624534607
wall_clock_time_millis_training
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wall_clock_time_millis_training
129195.65534591675
wall_clock_time_millis_training
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wall_clock_time_millis_training
158920.69625854492
wall_clock_time_millis_training
169753.84306907654
usercpu_time_millis_testing
9041.8808410177
usercpu_time_millis_testing
8968.171323998831
usercpu_time_millis_testing
5364.69943204429
usercpu_time_millis_testing
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usercpu_time_millis_testing
8761.312089976855
usercpu_time_millis_testing
8778.316122014076
usercpu_time_millis_testing
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usercpu_time_millis_testing
9068.027895060368
usercpu_time_millis_testing
9090.764403925277
usercpu_time_millis_testing
9099.401328945532
usercpu_time_millis
165934.91155095398
usercpu_time_millis
162017.3939729575
usercpu_time_millis
148257.71831197198
usercpu_time_millis
150179.43171493243
usercpu_time_millis
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usercpu_time_millis
162044.1360140685
usercpu_time_millis
134545.08555296343
usercpu_time_millis
179940.32207515556
usercpu_time_millis
168004.09619195852
usercpu_time_millis
178842.92880888097
wall_clock_time_millis_testing
9041.900396347046
wall_clock_time_millis_testing
8968.271732330322
wall_clock_time_millis_testing
5364.760637283325
wall_clock_time_millis_testing
9080.574035644531
wall_clock_time_millis_testing
8761.366128921509
wall_clock_time_millis_testing
8778.362274169922
wall_clock_time_millis_testing
5358.420372009277
wall_clock_time_millis_testing
9068.069219589233
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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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
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wall_clock_time_millis
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wall_clock_time_millis
168011.49892807007
wall_clock_time_millis
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predictive_accuracy
0.8601842374616172
predictive_accuracy
0.8526100307062436
predictive_accuracy
0.8572891072891073
predictive_accuracy
0.854013104013104
predictive_accuracy
0.8579033579033579
predictive_accuracy
0.8515561015561015
predictive_accuracy
0.8521703521703522
predictive_accuracy
0.8601556101556102
predictive_accuracy
0.8601556101556102
predictive_accuracy
0.861998361998362