Run
522485

Run 522485

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-02-2016 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
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.6069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3211
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.6789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.312
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.827
UserCPU time millis testing
6.574
UserCPU time millis training
1.253