A class imbalance-aware Relief algorithm for the classification of tumors using microarray gene expression data.
Yuanyu HeJunhai ZhouYaping LinTuanfei ZhuPublished in: Comput. Biol. Chem. (2019)
Keyphrases
- class imbalance
- classification algorithm
- learning algorithm
- support vector machine svm
- similarity measure
- cost sensitive
- classification accuracy
- microarray gene expression data
- active learning
- k means
- feature vectors
- feature selection
- knn
- support vector machine
- supervised learning
- text classification
- expectation maximization
- feature space
- support vector
- high dimensionality
- decision trees
- data sets