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"
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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
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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
13294
with_mean
true
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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
8829.986986237445
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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
2.305877221785047
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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
13389
openml-python
Sklearn_0.21.2.
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7420844.684983953
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usercpu_time_millis_training
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usercpu_time_millis_training
5014929.973459978
usercpu_time_millis_training
4218431.795710988
usercpu_time_millis_training
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usercpu_time_millis_training
5577767.738859984
usercpu_time_millis_training
7224395.850289031
wall_clock_time_millis_training
7420906.507015228
wall_clock_time_millis_training
6402266.558885574
wall_clock_time_millis_training
6159729.405403137
wall_clock_time_millis_training
5623774.568796158
wall_clock_time_millis_training
5987934.550523758
wall_clock_time_millis_training
5014948.688030243
wall_clock_time_millis_training
4218544.989347458
wall_clock_time_millis_training
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wall_clock_time_millis_training
5577865.145683289
wall_clock_time_millis_training
7224425.23598671
usercpu_time_millis_testing
22722.71116700722
usercpu_time_millis_testing
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usercpu_time_millis_testing
22892.704229976516
usercpu_time_millis_testing
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usercpu_time_millis_testing
22101.311706996057
usercpu_time_millis_testing
22416.93970496999
usercpu_time_millis_testing
22937.456510029733
usercpu_time_millis_testing
14375.9758049855
usercpu_time_millis_testing
14490.294569986872
usercpu_time_millis_testing
14481.683928985149
usercpu_time_millis
7443567.39615096
usercpu_time_millis
6416528.927964973
usercpu_time_millis
6182572.855515929
usercpu_time_millis
5641055.324307002
usercpu_time_millis
6010006.124584993
usercpu_time_millis
5037346.913164947
usercpu_time_millis
4241369.252221018
usercpu_time_millis
5868610.221557959
usercpu_time_millis
5592258.033429971
usercpu_time_millis
7238877.534218016
wall_clock_time_millis_testing
22722.79381752014
wall_clock_time_millis_testing
14321.583986282349
wall_clock_time_millis_testing
22892.836332321167
wall_clock_time_millis_testing
17350.873231887817
wall_clock_time_millis_testing
22101.3503074646
wall_clock_time_millis_testing
22417.142868041992
wall_clock_time_millis_testing
22937.663078308105
wall_clock_time_millis_testing
14376.017570495605
wall_clock_time_millis_testing
14490.285873413086
wall_clock_time_millis_testing
14481.719255447388
wall_clock_time_millis
7443629.300832748
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
4241482.652425766
wall_clock_time_millis
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wall_clock_time_millis
5592355.431556702
wall_clock_time_millis
7238906.955242157
predictive_accuracy
0.7842374616171955
predictive_accuracy
0.7817809621289662
predictive_accuracy
0.7821457821457821
predictive_accuracy
0.7786650286650286
predictive_accuracy
0.7731367731367731
predictive_accuracy
0.7805077805077805
predictive_accuracy
0.7733415233415234
predictive_accuracy
0.7813267813267813
predictive_accuracy
0.778050778050778
predictive_accuracy
0.7700655200655201