TargetTox: A Feature Selection Pipeline for Identifying Predictive Targets Associated with Drug Toxicity.
Yun HaoJason H. MoorePublished in: J. Chem. Inf. Model. (2021)
Keyphrases
- feature selection
- chemical compounds
- drug discovery
- text categorization
- feature selection algorithms
- machine learning
- microarray data
- text classification
- pharmaceutical industry
- neural network
- pipeline architecture
- mutual information
- feature set
- dimensionality reduction
- feature space
- support vector
- feature extraction
- model selection
- unsupervised learning
- support vector machine
- predictive model
- feature weighting
- discriminative features
- knn
- multi target
- unsupervised feature selection