Handling Missing Features with Boosting Algorithms for Protein-Protein Interaction Prediction.
Fabrizio SmeraldiMichael Defoin-PlatelMansoor SaqiPublished in: DILS (2010)
Keyphrases
- protein protein interactions
- protein interaction
- boosting algorithms
- predicting protein
- feature set
- prediction accuracy
- feature extraction
- feature space
- computational methods
- loss function
- weak classifiers
- cost sensitive
- multi class
- image features
- binary classification
- classification accuracy
- pairwise
- weak learners
- training data