A hybrid model for optimum gene selection and classification.
Bhavna SrivastavaRajeev SrivastavaMahesh JangidPublished in: Int. J. Medical Eng. Informatics (2015)
Keyphrases
- hybrid model
- gene selection
- support vector machine svm
- cancer classification
- cancer diagnosis
- support vector machine
- dna microarray data
- microarray data
- ovarian cancer
- gene expression profiles
- microarray
- dna microarray
- tumor classification
- artificial neural networks
- microarray data analysis
- relevant genes
- support vector regression
- survival prediction
- feature selection
- pattern recognition
- colon cancer
- support vector
- microarray analysis
- machine learning
- informative genes
- microarray datasets
- hybrid models
- feature extraction
- supervised learning
- classification accuracy
- knn
- text classification
- k nearest neighbor
- gene expression data
- gene expression
- microarray classification
- training set
- feature space
- feature ranking
- generalization ability
- wilcoxon rank sum
- decision trees
- feature vectors
- nearest neighbor
- machine learning methods