23
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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
16374
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
16375
remainder
"drop"
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sparse_threshold
0.3
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transformer_weights
null
16375
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, false, false, true, false, false, false, false, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, true, false, true, true, true, true, true]}}]
16375
verbose
false
16375
memory
null
16376
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
16376
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"}}]
16377
verbose
false
16377
categorical_features
null
16348
categories
null
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drop
null
16348
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
16348
handle_unknown
"ignore"
16348
n_values
null
16348
sparse
true
16348
C
34.18479740302528
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cache_size
200
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class_weight
null
13389
coef0
0.465809282171058
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decision_function_shape
"ovr"
13389
degree
3
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gamma
0.025017141595224057
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kernel
"rbf"
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max_iter
-1
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probability
false
13389
random_state
1
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shrinking
true
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tol
0.001
13389
verbose
false
13389
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
199.10935405641794
usercpu_time_millis_training
171.7105065472424
usercpu_time_millis_training
156.47302195429802
usercpu_time_millis_training
159.90613400936127
usercpu_time_millis_training
158.158078789711
usercpu_time_millis_training
154.47286888957024
usercpu_time_millis_training
156.0690146870911
usercpu_time_millis_training
157.02609904110432
usercpu_time_millis_training
157.33951516449451
usercpu_time_millis_training
159.88452406600118
wall_clock_time_millis_training
199.16534423828125
wall_clock_time_millis_training
171.71454429626465
wall_clock_time_millis_training
156.4779281616211
wall_clock_time_millis_training
159.91997718811035
wall_clock_time_millis_training
158.16283226013184
wall_clock_time_millis_training
154.47759628295898
wall_clock_time_millis_training
156.07380867004395
wall_clock_time_millis_training
157.03058242797852
wall_clock_time_millis_training
157.34338760375977
wall_clock_time_millis_training
159.88898277282715
usercpu_time_millis_testing
13.444689102470875
usercpu_time_millis_testing
11.046820785850286
usercpu_time_millis_testing
11.001565959304571
usercpu_time_millis_testing
11.174219194799662
usercpu_time_millis_testing
11.095214635133743
usercpu_time_millis_testing
11.061717756092548
usercpu_time_millis_testing
10.928021278232336
usercpu_time_millis_testing
11.03387214243412
usercpu_time_millis_testing
11.058435775339603
usercpu_time_millis_testing
11.05068065226078
usercpu_time_millis
212.55404315888882
usercpu_time_millis
182.7573273330927
usercpu_time_millis
167.4745879136026
usercpu_time_millis
171.08035320416093
usercpu_time_millis
169.25329342484474
usercpu_time_millis
165.53458664566278
usercpu_time_millis
166.99703596532345
usercpu_time_millis
168.05997118353844
usercpu_time_millis
168.39795093983412
usercpu_time_millis
170.93520471826196
wall_clock_time_millis_testing
13.447284698486328
wall_clock_time_millis_testing
11.049509048461914
wall_clock_time_millis_testing
11.004447937011719
wall_clock_time_millis_testing
11.176824569702148
wall_clock_time_millis_testing
11.097431182861328
wall_clock_time_millis_testing
11.06405258178711
wall_clock_time_millis_testing
10.930776596069336
wall_clock_time_millis_testing
11.036157608032227
wall_clock_time_millis_testing
11.061429977416992
wall_clock_time_millis_testing
11.052846908569336
wall_clock_time_millis
212.61262893676758
wall_clock_time_millis
182.76405334472656
wall_clock_time_millis
167.4823760986328
wall_clock_time_millis
171.0968017578125
wall_clock_time_millis
169.26026344299316
wall_clock_time_millis
165.5416488647461
wall_clock_time_millis
167.00458526611328
wall_clock_time_millis
168.06674003601074
wall_clock_time_millis
168.40481758117676
wall_clock_time_millis
170.94182968139648
predictive_accuracy
0.6013513513513513
predictive_accuracy
0.5202702702702703
predictive_accuracy
0.5135135135135135
predictive_accuracy
0.46258503401360546
predictive_accuracy
0.5578231292517006
predictive_accuracy
0.5850340136054422
predictive_accuracy
0.5374149659863946
predictive_accuracy
0.5306122448979592
predictive_accuracy
0.5782312925170068
predictive_accuracy
0.5986394557823129