Prediction model building and feature selection with support vector machines in breast cancer diagnosis.
Cheng-Lung HuangHung-Chang LiaoMu-Chen ChenPublished in: Expert Syst. Appl. (2008)
Keyphrases
- breast cancer diagnosis
- feature selection
- breast cancer
- prediction accuracy
- text categorization
- classification accuracy
- cancer diagnosis
- high dimensionality
- feature set
- text classification
- information gain
- k nearest neighbor
- machine learning
- knn
- support vector
- decision trees
- learning algorithm
- dimensionality reduction
- support vector machine
- feature space
- feature subset
- feature selection algorithms