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Run 6208019
Task 3567 (Supervised Classification)
collins
Uploaded 27-08-2017 by
Jan van Rijn
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sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.Conditiona lImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethres hold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classif ier=sklearn.svm.classes.SVC)(1)
Automatically created scikit-learn flow.
openmlstudy14.preprocessing.ConditionalImputer(2)_axis
0
openmlstudy14.preprocessing.ConditionalImputer(2)_categorical_features
[19, 20]
openmlstudy14.preprocessing.ConditionalImputer(2)_copy
true
openmlstudy14.preprocessing.ConditionalImputer(2)_fill_empty
0
openmlstudy14.preprocessing.ConditionalImputer(2)_missing_values
"NaN"
openmlstudy14.preprocessing.ConditionalImputer(2)_strategy
"median"
openmlstudy14.preprocessing.ConditionalImputer(2)_strategy_nominal
"most_frequent"
openmlstudy14.preprocessing.ConditionalImputer(2)_verbose
0
sklearn.preprocessing.data.OneHotEncoder(7)_categorical_features
[19, 20]
sklearn.preprocessing.data.OneHotEncoder(7)_dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
sklearn.preprocessing.data.OneHotEncoder(7)_handle_unknown
"ignore"
sklearn.preprocessing.data.OneHotEncoder(7)_n_values
"auto"
sklearn.preprocessing.data.OneHotEncoder(7)_sparse
true
sklearn.feature_selection.variance_threshold.VarianceThreshold(4)_threshold
0.0
sklearn.svm.classes.SVC(8)_C
489.9456163235534
sklearn.svm.classes.SVC(8)_cache_size
200
sklearn.svm.classes.SVC(8)_class_weight
null
sklearn.svm.classes.SVC(8)_coef0
-0.25736725028407137
sklearn.svm.classes.SVC(8)_decision_function_shape
null
sklearn.svm.classes.SVC(8)_degree
3
sklearn.svm.classes.SVC(8)_gamma
0.08316196370533582
sklearn.svm.classes.SVC(8)_kernel
"sigmoid"
sklearn.svm.classes.SVC(8)_max_iter
-1
sklearn.svm.classes.SVC(8)_probability
true
sklearn.svm.classes.SVC(8)_random_state
6179
sklearn.svm.classes.SVC(8)_shrinking
true
sklearn.svm.classes.SVC(8)_tol
0.0010977091665750457
sklearn.svm.classes.SVC(8)_verbose
false
Result files
0 Evaluation measures