Run
8885437

Run 8885437

Task 167132 (Supervised Classification) Speech Uploaded 14-03-2018 by Emma van Zoelen
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Flow

sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.c lassification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC,bnb=sklearn. naive_bayes.BernoulliNB)(1)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(16)_C1.0
sklearn.svm.classes.SVC(16)_cache_size200
sklearn.svm.classes.SVC(16)_class_weightnull
sklearn.svm.classes.SVC(16)_coef00.0
sklearn.svm.classes.SVC(16)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(16)_degree3
sklearn.svm.classes.SVC(16)_gamma"auto"
sklearn.svm.classes.SVC(16)_kernel"rbf"
sklearn.svm.classes.SVC(16)_max_iter-1
sklearn.svm.classes.SVC(16)_probabilitytrue
sklearn.svm.classes.SVC(16)_random_state3326
sklearn.svm.classes.SVC(16)_shrinkingtrue
sklearn.svm.classes.SVC(16)_tol0.001
sklearn.svm.classes.SVC(16)_verbosefalse
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors3
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights"uniform"
sklearn.naive_bayes.BernoulliNB(4)_alpha1.0
sklearn.naive_bayes.BernoulliNB(4)_binarize0.0
sklearn.naive_bayes.BernoulliNB(4)_class_priornull
sklearn.naive_bayes.BernoulliNB(4)_fit_priortrue
sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC,bnb=sklearn.naive_bayes.BernoulliNB)(1)_flatten_transformnull
sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC,bnb=sklearn.naive_bayes.BernoulliNB)(1)_n_jobs1
sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC,bnb=sklearn.naive_bayes.BernoulliNB)(1)_voting"soft"
sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC,bnb=sklearn.naive_bayes.BernoulliNB)(1)_weightsnull

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.8594 ± 0.1019
Per class
Cross-validation details (10-fold Crossvalidation)
0.9836 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
0.3854 ± 0.1854
Cross-validation details (10-fold Crossvalidation)
-6745.7238 ± 162.0371
Cross-validation details (10-fold Crossvalidation)
0.0288 ± 0.0036
Cross-validation details (10-fold Crossvalidation)
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
3686
Per class
Cross-validation details (10-fold Crossvalidation)
0.9866 ± 0.0067
Per class
Cross-validation details (10-fold Crossvalidation)
0.9872 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9872 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
0.8767 ± 0.1098
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1127 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
0.8836 ± 0.0848
Cross-validation details (10-fold Crossvalidation)