Towards a piRNA prediction using multiple kernel fusion and support vector machine.
Jocelyn BrayetFarida ZehraouiLaurence Jeanson-LehDavid IsraeliFariza TahiPublished in: Bioinform. (2014)
Keyphrases
- multiple kernel
- support vector machine
- kernel methods
- multiple kernel learning
- multi class
- multiple features
- machine learning
- prediction accuracy
- svm classifier
- support vector machine svm
- training data
- svm classification
- kernel function
- data fusion
- support vector
- linear combination
- feature vectors
- hyperplane
- prediction model
- feature selection
- training set
- cost sensitive
- learning problems
- relevance feedback
- binary classification
- visual information
- active learning
- kernel learning
- dimensionality reduction
- nearest neighbor