Improving classification performance of sonar targets by applying general regression neural network with PCA.
Burcu ErkmenTülay YildirimPublished in: Expert Syst. Appl. (2008)
Keyphrases
- general regression neural network
- principal component analysis
- feature extraction
- feature vectors
- decision trees
- principal components analysis
- principle component analysis
- feature space
- classification accuracy
- classification scheme
- svm classifier
- face recognition
- classification algorithm
- pattern classification
- support vector machine
- automatic classification
- classification models
- principal components
- dimension reduction
- machine learning methods
- machine learning
- recognition rate
- support vector
- benchmark datasets
- preprocessing
- neural network
- feature reduction
- feature selection
- target recognition
- subspace methods
- classification systems
- pattern recognition
- dimensionality reduction
- image classification
- low dimensional
- independent component analysis
- text classification
- support vector machine svm