Optimized feature selection using NeuroEvolution of Augmenting Topologies (NEAT).
Soroosh SohangirShahram RahimiBidyut GuptaPublished in: IFSA/NAFIPS (2013)
Keyphrases
- feature selection
- network topologies
- machine learning
- artificial neural networks
- text categorization
- feature set
- text classification
- feature selection algorithms
- unsupervised feature selection
- mutual information
- unsupervised learning
- information gain
- feature subset
- selecting relevant features
- feature extraction
- irrelevant features
- feature space
- model selection
- dimensionality reduction
- support vector machine
- classification accuracy
- gene expression data
- high dimensionality
- data sets
- selected features
- small sample
- informative features
- feature selection and classification
- conditional mutual information