Run
542576

Run 542576

Task 9952 (Supervised Classification) phoneme Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost0.00414
classif.svm(8)_kernellinear
classif.svm(8)_degree5
classif.svm(8)_coef00.589
classif.svm(8)_gamma0.00426
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_normal.kindInversion

Result files

Description

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

Predictions

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

17 Evaluation measures

Area under ROC curve
0.6898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3976
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2053.3289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0725
Cross-validation details (10-fold Crossvalidation)