Run
520680

Run 520680

Task 3681 (Supervised Classification) puma8NH Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5343.9206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1738
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3477
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8339
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.459
UserCPU time millis testing
3.088
UserCPU time millis training
0.371