Hybrid SVM - Random Forest classication system for oral cancer screening using LIF spectra.
Rahul Kumar SinghSarif Kumar NaikLalit GuptaSrinivasan BalakrishnanC. SanthoshKeerthilatha M. PaiPublished in: ICPR (2008)
Keyphrases
- random forest
- fold cross validation
- cancer classification
- random forests
- decision trees
- gene selection
- support vector
- support vector machine svm
- ensemble classifier
- selected features
- cervical cancer
- feature set
- feature ranking
- drug discovery
- knn
- multi class
- support vector machine
- svm classifier
- ensemble learning
- breast cancer
- kernel function
- feature selection
- machine learning
- feature importance
- ensemble methods
- multi label
- feature vectors
- k nearest neighbor
- principal component analysis
- gene expression profiles
- similarity measure
- neural network
- data sets