The Effect of Verification Bias in the Naïve Estimators of Accuracy of a Binary Diagnostic Test.
José Antonio Roldán NofuentesJuan de Dios Luna del CastilloPublished in: Commun. Stat. Simul. Comput. (2007)
Keyphrases
- variance reduction
- bayes classifiers
- high accuracy
- bayesian classifiers
- computational cost
- highly accurate
- model checking
- error rate
- prediction accuracy
- text categorization
- false positive and false negative
- data sets
- diagnostic tests
- text classification
- classification accuracy
- test data
- training set
- expert systems
- computational complexity
- training data
- machine learning