HSVNN: an efficient medical data classification using dimensionality reduction combined with hybrid support vector neural network.
P. N. Senthil PrakashN. RajkumarPublished in: J. Supercomput. (2022)
Keyphrases
- medical data
- support vector
- dimensionality reduction
- neural network
- classification accuracy
- pattern recognition
- medical images
- support vector machine
- feature extraction
- generalization ability
- learning vector quantization
- feature selection
- medical data mining
- cross validation
- svm classifier
- high dimensionality
- feature space
- clinical data
- multi layer perceptron
- support vector machine svm
- feature vectors
- machine learning
- radial basis function
- patient outcomes
- linear discriminant analysis
- data mining
- kernel function
- principal component analysis
- dimensionality reduction methods
- medical information
- decision trees
- classification rules
- decision rules
- x ray
- training process
- low dimensional
- knowledge discovery
- patient data
- information systems