Prediction of Cancer Class with Majority Voting Genetic Programming Classifier Using Gene Expression Data.
Topon Kumar PaulHitoshi IbaPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2009)
Keyphrases
- majority voting
- gene expression data
- genetic programming
- ensemble classifier
- gene selection
- cancer diagnosis
- microarray
- gene expression
- dna microarray
- gene expression profiles
- gene expression datasets
- cancer classification
- ensemble methods
- feature selection
- gene expression data sets
- classifier ensemble
- microarray data
- tissue samples
- prediction accuracy
- knn
- fitness function
- random forest
- data sets
- high dimensionality
- class labels
- support vector machine
- ensemble learning
- high dimensional
- k nearest neighbor
- class specific
- random forests
- nearest neighbor
- binary classification
- genetic algorithm ga
- machine learning methods
- decision trees
- learning algorithm
- neural network