Evaluation of Mutual Information and Genetic Programming for Feature Selection in QSAR.
Vishwesh VenkatramanAndrew R. DalbyZheng Rong YangPublished in: J. Chem. Inf. Model. (2004)
Keyphrases
- mutual information
- genetic programming
- feature selection
- conditional mutual information
- information theoretic
- image registration
- information gain
- evolutionary computation
- similarity measure
- fitness function
- symbolic regression
- medical image registration
- gene expression programming
- evolutionary algorithm
- information theoretic measures
- feature selection algorithms
- selection criterion
- text categorization
- financial forecasting
- grammar guided genetic programming
- machine learning
- evaluation criteria
- feature space
- evaluation model
- regression problems
- gold standard
- unsupervised learning
- classification accuracy
- feature extraction
- information retrieval
- data mining
- information theoretic criterion
- mutual information maximization