Profiled support vector machines for antisense oligonucleotide efficacy prediction.
Gustavo Camps-VallsAlistair M. ChalkAntonio J. Serrano-LópezJosé David Martín-GuerreroErik L. L. SonnhammerPublished in: BMC Bioinform. (2004)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- prediction accuracy
- prediction model
- support vector machine
- neural network
- artificial neural networks
- microarray
- machine learning
- soft margin
- prediction algorithm
- kernel methods
- svm classifier
- classification accuracy
- case study
- feature selection
- logistic regression
- radial basis function
- training examples
- prediction error
- decision function
- artificial intelligence