Run
509652

Run 509652

Task 9944 (Supervised Classification) user-knowledge 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
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.8292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0605
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6422
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.393
UserCPU time millis testing
0.282
UserCPU time millis training
0.111