Run
520392

Run 520392

Task 30 (Supervised Classification) page-blocks Uploaded 05-02-2016 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(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1946.1096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0392
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.843
UserCPU time millis testing
3.314
UserCPU time millis training
0.529