Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction.
Gabriel Bianchin de OliveiraHélio PedriniZanoni DiasPublished in: SIBGRAPI (2020)
Keyphrases
- protein secondary structure prediction
- ensemble classifier
- ensemble learning
- multiple classifiers
- fusion method
- classifier ensemble
- multiple classifier systems
- classifier fusion
- fusion methods
- ensemble pruning
- majority voting
- protein secondary structure
- weighted voting
- classifier combination
- machine learning
- training data
- final classification
- training set
- combining classifiers
- individual classifiers
- ensemble methods
- data fusion
- randomized trees
- accurate classifiers
- machine learning algorithms
- decision tree classifiers
- decision trees
- feature selection
- ensemble members
- fusion scheme
- weak classifiers
- combining multiple
- base classifiers
- trained classifiers
- random forests
- information fusion
- imbalanced data
- weak learners
- random forest
- one class support vector machines
- feature ranking
- tertiary structure
- multiple features
- machine learning methods
- support vector machine
- learning algorithm
- support vector
- naive bayes
- pruning algorithm
- classification models