Run
507992

Run 507992

Task 3949 (Supervised Classification) teachingAssistant 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
0.6573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5415
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.4775
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.543
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.543
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.171
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.152
UserCPU time millis testing
0.075
UserCPU time millis training
0.077