Malphite: A convolutional neural network and ensemble learning based protein secondary structure predictor.
Yang LiTetsuo ShibuyaPublished in: BIBM (2015)
Keyphrases
- ensemble learning
- convolutional neural network
- protein secondary structure
- protein secondary structure prediction
- neural network
- face detection
- protein sequences
- secondary structure
- generalization ability
- ensemble methods
- machine learning
- random forest
- base classifiers
- learning machines
- concept drift
- multi class
- computer vision
- feature selection
- amino acids
- detection method
- decision trees
- data sets