Run
8886437

Run 8886437

Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by Mark Frenken
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Flow

sklearn.ensemble.voting_classifier.VotingClassifier(dt=sklearn.tree.tree.De cisionTreeClassifier,knn=sklearn.neighbors.classification.KNeighborsClassif ier,svc=sklearn.svm.classes.SVC)(1)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(15)_C1.0
sklearn.svm.classes.SVC(15)_cache_size200
sklearn.svm.classes.SVC(15)_class_weightnull
sklearn.svm.classes.SVC(15)_coef00.0
sklearn.svm.classes.SVC(15)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(15)_degree3
sklearn.svm.classes.SVC(15)_gamma"auto"
sklearn.svm.classes.SVC(15)_kernel"rbf"
sklearn.svm.classes.SVC(15)_max_iter-1
sklearn.svm.classes.SVC(15)_probabilitytrue
sklearn.svm.classes.SVC(15)_random_state36375
sklearn.svm.classes.SVC(15)_shrinkingtrue
sklearn.svm.classes.SVC(15)_tol0.001
sklearn.svm.classes.SVC(15)_verbosefalse
sklearn.tree.tree.DecisionTreeClassifier(17)_class_weightnull
sklearn.tree.tree.DecisionTreeClassifier(17)_criterion"gini"
sklearn.tree.tree.DecisionTreeClassifier(17)_max_depth5
sklearn.tree.tree.DecisionTreeClassifier(17)_max_featuresnull
sklearn.tree.tree.DecisionTreeClassifier(17)_max_leaf_nodesnull
sklearn.tree.tree.DecisionTreeClassifier(17)_min_impurity_decrease0.0
sklearn.tree.tree.DecisionTreeClassifier(17)_min_impurity_splitnull
sklearn.tree.tree.DecisionTreeClassifier(17)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(17)_min_samples_split2
sklearn.tree.tree.DecisionTreeClassifier(17)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(17)_presortfalse
sklearn.tree.tree.DecisionTreeClassifier(17)_random_state58685
sklearn.tree.tree.DecisionTreeClassifier(17)_splitter"best"
sklearn.neighbors.classification.KNeighborsClassifier(21)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(21)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(21)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(21)_n_neighbors7
sklearn.neighbors.classification.KNeighborsClassifier(21)_p2
sklearn.neighbors.classification.KNeighborsClassifier(21)_weights"uniform"
sklearn.ensemble.voting_classifier.VotingClassifier(dt=sklearn.tree.tree.DecisionTreeClassifier,knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC)(1)_flatten_transformnull
sklearn.ensemble.voting_classifier.VotingClassifier(dt=sklearn.tree.tree.DecisionTreeClassifier,knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC)(1)_n_jobs1
sklearn.ensemble.voting_classifier.VotingClassifier(dt=sklearn.tree.tree.DecisionTreeClassifier,knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC)(1)_voting"soft"
sklearn.ensemble.voting_classifier.VotingClassifier(dt=sklearn.tree.tree.DecisionTreeClassifier,knn=sklearn.neighbors.classification.KNeighborsClassifier,svc=sklearn.svm.classes.SVC)(1)_weights[1, 2, 1]

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.

15 Evaluation measures

0.8598 ± 0.1186
Per class
Cross-validation details (10-fold Crossvalidation)
-12565.2782 ± 396.7381
Cross-validation details (10-fold Crossvalidation)
0.0358 ± 0.0045
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)
0.9835 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9835 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
1.0927 ± 0.1384
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1159 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
0.9084 ± 0.0514
Cross-validation details (10-fold Crossvalidation)