Advanced lung cancer classification approach adopting modified graph clustering and whale optimisation-based feature selection technique accompanied by a hybrid ensemble classifier.
Michael Mary Adline PriyaS. Joseph JawharPublished in: IET Image Process. (2020)
Keyphrases
- cancer classification
- graph clustering
- ensemble classifier
- random forest
- feature selection
- gene selection
- feature set
- microarray data
- gene expression data
- ensemble learning
- community detection
- classification models
- ensemble methods
- clustering method
- decision trees
- base classifiers
- support vector machine
- network analysis
- text classification
- machine learning
- microarray
- gene expression profiles
- naive bayes
- link prediction
- multi class
- text categorization
- clustering algorithm
- classification accuracy
- high dimensionality
- feature extraction
- biological networks
- unsupervised learning
- knowledge discovery
- k means
- dimensionality reduction
- training samples
- benchmark datasets
- data sets