Feature Selection Approach for Quantitative Prediction of Transcriptional Activities.
Ashish AnandGary B. FogelE. Ke TangPonnuthurai N. SuganthanPublished in: CIBCB (2006)
Keyphrases
- feature selection
- microarray data
- prediction accuracy
- prediction error
- prediction model
- qualitative and quantitative
- text categorization
- human activities
- activity recognition
- text classification
- mutual information
- feature set
- prediction algorithm
- multi class
- ensemble classifier
- feature extraction
- machine learning
- gene expression data
- feature space
- stepwise regression
- parameter optimization
- information gain
- quantitative and qualitative
- microarray
- dimensionality reduction
- bayesian networks
- support vector
- high dimensionality
- high dimensional
- discriminative features
- feature ranking
- support vector machine
- biological processes
- model selection
- irrelevant features
- regulatory networks