DNA microarray classification by means of weighted voting based on rough set classifier.
Przemyslaw GóreckiPiotr ArtiemjewPublished in: SoCPaR (2010)
Keyphrases
- rough sets
- decision rules
- weighted voting
- majority voting
- dna microarray
- classification algorithm
- decision trees
- training set
- support vector
- class labels
- training samples
- pattern recognition
- feature space
- support vector machine
- svm classifier
- classification models
- feature selection
- fuzzy sets
- classification accuracy
- fold cross validation
- feature extraction
- fusion methods
- ensemble classifier
- gene expression
- machine learning
- classifier ensemble
- feature set
- ensemble methods
- microarray
- unsupervised learning
- text classification
- machine learning methods
- gene expression data
- document classification
- ensemble learning
- logistic regression
- data mining
- benchmark datasets
- supervised learning