Run
543051

Run 543051

Task 3521 (Supervised Classification) oh15.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)_cost0.109
classif.svm(9)_kernellinear
classif.svm(9)_degree2
classif.svm(9)_coef00.601
classif.svm(9)_gamma1.38e+04
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
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
679.1696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.046
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
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.77
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2121
Cross-validation details (10-fold Crossvalidation)
Recall
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7215
Cross-validation details (10-fold Crossvalidation)