Run
515201

Run 515201

Task 3606 (Supervised Classification) fri_c3_1000_10 Uploaded 28-01-2016 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
0.655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
307.7135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.339
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6879
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.173
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.774
UserCPU time millis testing
0.639
UserCPU time millis training
0.135