Run
513485

Run 513485

Task 3875 (Supervised Classification) flags Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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.

20 Evaluation measures

Area under ROC curve
0.496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.7053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3608
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.6392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.747
UserCPU time millis testing
0.18
UserCPU time millis training
0.567