Run
540336

Run 540336

Task 3521 (Supervised Classification) oh15.wc Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.00304
classif.svm(9)_kernellinear
classif.svm(9)_degree1
classif.svm(9)_coef00.843
classif.svm(9)_gamma0.0749
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
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
670.4312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0473
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
913
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2121
Cross-validation details (10-fold Crossvalidation)
Recall
0.7634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7318
Cross-validation details (10-fold Crossvalidation)