The ANNIGMA-wrapper approach to fast feature selection for neural nets.
Chun-Nan HsuHung-Ju HuangDietrich SchuschelPublished in: IEEE Trans. Syst. Man Cybern. Part B (2002)
Keyphrases
- neural nets
- feature selection
- feed forward
- neural network
- back propagation
- backpropagation neural networks
- feature ranking
- artificial neural networks
- text categorization
- support vector machine
- text classification
- classification accuracy
- feature set
- single layer
- unsupervised learning
- knn
- wrapper method
- learning tasks
- classification models
- wrapper feature selection
- feature space
- high dimensionality
- dimensionality reduction
- selected features
- support vector
- feature extraction
- machine learning
- mutual information
- feature subset
- counter propagation
- genetic algorithm