On the bayes-optimality of F-measure maximizers.
Willem WaegemanKrzysztof DembczynskiArkadiusz JachnikWeiwei ChengEyke HüllermeierPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- decision trees
- precision and recall
- optimal solution
- support vector
- bayes classifier
- text classification
- information gain
- support vector machine
- conditionally independent
- information retrieval
- relative improvement
- computational complexity
- objective function
- bayesian networks
- image sequences
- database systems
- image processing