Run
508421

Run 508421

Task 3497 (Supervised Classification) grub-damage Uploaded 27-01-2016 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
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3306
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.3766
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2452
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5195
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5097
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.5097
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1614
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.125
UserCPU time millis testing
0.067
UserCPU time millis training
0.058