Applying improved svm classifier for leukemia cancer classification using FCBF.
K. R. KavithaAjith GopinathMidhun GopiPublished in: ICACCI (2017)
Keyphrases
- cancer classification
- svm classifier
- gene selection
- support vector machine svm
- support vector machine
- microarray
- cancer diagnosis
- random forest
- colon cancer
- microarray data
- gene expression data
- support vector
- gene expression profiling
- feature selection
- gene expression profiles
- image classification
- feature vectors
- fold cross validation
- experimental conditions
- selected features
- k nearest neighbor
- kernel function
- gene expression
- data sets
- dna microarray
- feature extraction
- training set
- semi supervised
- gene sets
- decision trees
- neural network
- training data
- pattern recognition
- high dimensionality
- multi label
- dimensionality reduction
- text categorization