Evaluation of deep and shallow learning methods in chemogenomics for the prediction of drugs specificity.
Benoit PlayeVéronique StovenPublished in: J. Cheminformatics (2020)
Keyphrases
- learning process
- learning algorithm
- gold standard
- evaluation criteria
- significant improvement
- empirical studies
- linear predictors
- statistical analysis and data mining
- learning tasks
- machine learning methods
- learning systems
- prediction accuracy
- learning problems
- human experts
- neural nets
- learning models
- evaluation metrics
- active learning
- decision trees
- evaluation methods
- feature selection
- discriminative learning
- information retrieval