Regularised extreme learning machine with misclassification cost and rejection cost for gene expression data classification.
Huijuan LuShasha WeiZili ZhouYanzi MiaoYi LuPublished in: Int. J. Data Min. Bioinform. (2015)
Keyphrases
- cost sensitive
- gene expression data
- misclassification costs
- extreme learning machine
- microarray
- gene expression
- high dimensionality
- multi class
- class imbalance
- total cost
- classification accuracy
- feature selection
- support vector machine
- support vector
- feature vectors
- decision trees
- feature extraction
- binary classification
- active learning
- class distribution
- text classification
- naive bayes
- support vector machine svm
- data sets
- supervised learning
- high dimensional
- feature space
- pattern recognition
- machine learning
- benchmark datasets
- class labels
- k nearest neighbor
- pairwise
- neural network