Run
542749

Run 542749

Task 3917 (Supervised Classification) kc1 Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.00229
classif.svm(9)_kernellinear
classif.svm(9)_coef00.244
classif.svm(9)_gamma1.85e+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
0.5065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
573.5101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1541
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8021
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8459
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5891
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3926
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0859
Cross-validation details (10-fold Crossvalidation)