Run
538501

Run 538501

Task 3510 (Supervised Classification) JapaneseVowels Uploaded 21-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.146
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree4
classif.svm(9)_coef00.29
classif.svm(9)_gamma1.48e+03
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_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
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9735.591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1962
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1321
Cross-validation details (10-fold Crossvalidation)
Recall
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.218
Cross-validation details (10-fold Crossvalidation)