Run
508021

Run 508021

Task 9897 (Supervised Classification) breast-tissue 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
0.7257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.8269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1792
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6415
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6415
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.25
UserCPU time millis testing
0.108
UserCPU time millis training
0.142