Run
518505

Run 518505

Task 9904 (Supervised Classification) autoUniv-au6-750 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
0.527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1977
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.2093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3602
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.451
UserCPU time millis testing
1.091
UserCPU time millis training
0.36