SVMs for novel class detection in Bioinformatics.
Eduardo Jaques SpinosaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: WOB (2004)
Keyphrases
- support vector
- machine learning
- feature selection
- support vector machine svm
- sparse kernel
- data analysis
- multi class
- text mining
- support vector machine
- data mining
- statistical learning theory
- knn
- maximum margin
- kernel function
- concept drift
- generalization ability
- classification using support vector machines
- computational biology
- binary classification
- support vectors
- life sciences
- sequence analysis
- kernel methods
- svm classifier
- molecular biology
- microarray classification
- feature vectors
- reduced set
- neural network
- radial basis function
- support vector machine classifiers
- structured learning
- systems biology
- multi class classification
- multiple sequence alignment
- active learning
- linear support vector machines
- training examples
- computational intelligence methods
- multiple kernel learning
- training support vector machines
- classification algorithm