Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network.
J. P. FloridoHéctor PomaresIgnacio RojasJosé M. UrquizaFrancisco M. Ortuño GuzmanPublished in: IWANN (2) (2011)
Keyphrases
- cost sensitive
- artificial neural networks
- cost sensitive learning
- misclassification costs
- multi class
- protein function prediction
- cost sensitive classification
- binary classification
- class distribution
- prediction accuracy
- active learning
- support vector machine
- association rules
- naive bayes
- class imbalance
- neural network
- confidence weighted
- protein function
- boosting algorithms
- multi label
- learning algorithm
- protein interaction
- protein protein interactions
- loss function