Run
522165

Run 522165

Task 3882 (Supervised Classification) pendigits Uploaded 07-02-2016 by Rafael Gomes Mantovani
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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
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8821.5827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5455
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.668
UserCPU time millis testing
6.729
UserCPU time millis training
0.939