Run
516961

Run 516961

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(5)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(5)_seed1
classif.naiveBayes(5)_kindMersenne-Twister
classif.naiveBayes(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
0.7847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.0655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7106
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7106
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.199
UserCPU time millis testing
0.799
UserCPU time millis training
0.4