Run
522120

Run 522120

Task 32 (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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9337.7468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5647
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.35
UserCPU time millis testing
7.462
UserCPU time millis training
0.888