Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions.
Marco FrascaMaryam SepehriAlessandro PetriniGiuliano GrossiGiorgio ValentiniPublished in: CIBB (2018)
Keyphrases
- negative examples
- predicting protein
- active learning
- training examples
- positive examples
- concept learning
- secondary structure
- training data
- training set
- binary classification
- unlabeled data
- protein interaction
- protein protein interactions
- positive and negative
- machine learning
- semi supervised learning
- labeled data
- semi supervised
- learning algorithm
- protein function
- transfer learning
- support vector
- generalization error
- supervised learning
- small number
- feature selection