Run
509250

Run 509250

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6146
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.5765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4964
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.3879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.289
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.286
UserCPU time millis testing
0.161
UserCPU time millis training
0.125