Run
543011

Run 543011

Task 3519 (Supervised Classification) tr21.wc Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost7e+03
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree4
classif.svm(9)_coef00.663
classif.svm(9)_gamma0.414
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
0.5568
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.3401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1111
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1681
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5466
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6609
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2883
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1563
Cross-validation details (10-fold Crossvalidation)