Run
8885445

Run 8885445

Task 167132 (Supervised Classification) Speech Uploaded 14-03-2018 by Emma van Zoelen
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.c lassification.KNeighborsClassifier,svc=sklearn.pipeline.Pipeline(transforme r=sklearn.preprocessing.data.StandardScaler,estimator=sklearn.svm.classes.S VC),bnb=sklearn.naive_bayes.BernoulliNB)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.data.StandardScaler(5)_copytrue
sklearn.preprocessing.data.StandardScaler(5)_with_meantrue
sklearn.preprocessing.data.StandardScaler(5)_with_stdtrue
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_state3797
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_neighbors30
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.pipeline.Pipeline(transformer=sklearn.preprocessing.data.StandardScaler,estimator=sklearn.svm.classes.SVC),bnb=sklearn.naive_bayes.BernoulliNB)(1)_flatten_transformnull
sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.pipeline.Pipeline(transformer=sklearn.preprocessing.data.StandardScaler,estimator=sklearn.svm.classes.SVC),bnb=sklearn.naive_bayes.BernoulliNB)(1)_n_jobs1
sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.pipeline.Pipeline(transformer=sklearn.preprocessing.data.StandardScaler,estimator=sklearn.svm.classes.SVC),bnb=sklearn.naive_bayes.BernoulliNB)(1)_voting"soft"
sklearn.ensemble.voting_classifier.VotingClassifier(knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.pipeline.Pipeline(transformer=sklearn.preprocessing.data.StandardScaler,estimator=sklearn.svm.classes.SVC),bnb=sklearn.naive_bayes.BernoulliNB)(1)_weightsnull
sklearn.pipeline.Pipeline(transformer=sklearn.preprocessing.data.StandardScaler,estimator=sklearn.svm.classes.SVC)(1)_memorynull

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

0.868 ± 0.0717
Per class
Cross-validation details (10-fold Crossvalidation)
0.9805 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
0.25 ± 0.1467
Cross-validation details (10-fold Crossvalidation)
-9419.5222 ± 114.197
Cross-validation details (10-fold Crossvalidation)
0.0345 ± 0.003
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)
0.9844 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
0.9856 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9856 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
1.051 ± 0.0821
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1163 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
0.9114 ± 0.069
Cross-validation details (10-fold Crossvalidation)