Deconstructing Cross-Entropy for Probabilistic Binary Classifiers.
Daniel RamosJavier Franco-PedrosoAlicia Lozano-DiezJoaquin Gonzalez-RodriguezPublished in: Entropy (2018)
Keyphrases
- cross entropy
- binary classifiers
- multi class
- binary classification
- log likelihood
- maximum likelihood
- multi class classification
- cross validation
- probabilistic model
- language modeling
- bayesian networks
- hyperplane
- cost sensitive
- training samples
- data sets
- information theoretic
- generative model
- svm classifier
- ranking functions
- learning problems
- text categorization
- support vector
- learning algorithm
- information retrieval
- machine learning