Run
508451

Run 508451

Task 3888 (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
0.7424
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.6666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2323
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0365
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.216
UserCPU time millis testing
0.115
UserCPU time millis training
0.101