Run
517012

Run 517012

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 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
0.5857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.18
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1142.1537
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3862
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.6138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2496
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.477
UserCPU time millis testing
1.379
UserCPU time millis training
0.098