FunSiP: a modular and extensible classifier for the prediction of functional sites in DNA.
Michiel Van BelYvan SaeysYves Van de PeerPublished in: Bioinform. (2008)
Keyphrases
- prediction accuracy
- training data
- dna sequences
- support vector
- prediction error
- decision trees
- classification process
- training samples
- classification scheme
- classification algorithm
- gene prediction
- modular structure
- dna computing
- prediction algorithm
- markup language
- classification rate
- machine learning
- svm classifier
- object oriented
- data model
- training set
- feature space
- feature selection
- learning algorithm
- classification method
- prediction model
- class labels
- multi layer perceptron
- nearest neighbor classifier
- individual classifiers
- face recognition