Run
518542

Run 518542

Task 3594 (Supervised Classification) analcatdata_supreme Uploaded 30-01-2016 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
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3432.824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0494
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3645
Cross-validation details (10-fold Crossvalidation)
Number of instances
4052
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7946
Cross-validation details (10-fold Crossvalidation)
Recall
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5205
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.461
UserCPU time millis testing
1.243
UserCPU time millis training
0.218