M.R. brain tumor classification employing ICA and kernel-based support vector machine.
Rahul SinghAditya GoelDeepak Kumar RaghuvanshiPublished in: Signal Image Video Process. (2021)
Keyphrases
- support vector machine
- tumor classification
- high classification accuracy
- feature selection
- gene selection
- independent component analysis
- multi step
- kernel methods
- multi class
- support vector
- support vector machine svm
- gene expression profiles
- svm classification
- gene expression data
- k nearest neighbor
- machine learning
- svm classifier
- knn
- feature vectors
- training set
- preprocessing
- signal processing
- feature extraction
- training data
- feature space
- cancer classification
- text classification
- support vectors
- fold cross validation
- classification accuracy
- kernel function
- face recognition
- blind source separation
- microarray data
- feature ranking
- hyperplane
- binary classification
- microarray
- neural network