Hybrid Model using Feature Extraction and Non-linear SVM for Brain Tumor Classification.
Lalita MishraShekhar VermaShirshu VarmaPublished in: CoRR (2022)
Keyphrases
- hybrid model
- support vector machine svm
- tumor classification
- feature extraction
- gene selection
- feature selection
- support vector machine
- svm classifier
- support vector regression
- gene expression profiles
- high classification accuracy
- multi step
- hybrid models
- classification method
- svm classification
- pattern recognition
- knn
- k nearest neighbor
- linear discriminant analysis
- cancer classification
- gene expression data
- radial basis function
- image classification
- forecasting accuracy
- support vector
- discriminant analysis
- extracted features
- feature vectors
- image processing
- nearest neighbor
- principal component analysis
- dimensionality reduction
- microarray datasets
- text classification
- selected features
- feature space
- face recognition
- kernel function