Run
514434

Run 514434

Task 10093 (Supervised Classification) banknote-authentication Uploaded 28-01-2016 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
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
920.0226
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1618
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8382
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8095
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.74
UserCPU time millis testing
0.645
UserCPU time millis training
0.095