Maximum Entropy Model Based Classification with Feature Selection.
Ambedkar DukkipatiAbhay Kumar YadavM. Narasimha MurtyPublished in: ICPR (2010)
Keyphrases
- maximum entropy
- feature selection
- class conditional
- classification accuracy
- maximum entropy discrimination
- maximum entropy principle
- classification models
- feature space
- feature set
- support vector machine
- markov models
- text classification
- support vector
- feature selection algorithms
- machine learning
- feature extraction
- text categorization
- maximum entropy model
- kernel logistic regression
- minimum cross entropy
- pattern classification
- unsupervised learning
- information retrieval
- feature subset
- class labels
- naive bayes
- mutual information
- supervised learning
- transformation based learning
- conditional random fields
- dimensionality reduction
- multi class
- active learning