ViralmiR: a support-vector-machine-based method for predicting viral microRNA precursors.
Kai-Yao HuangTzong-Yi LeeYu-Chuan TengTzu-Hao ChangPublished in: BMC Bioinform. (2015)
Keyphrases
- significant improvement
- fully automatic
- computational cost
- learning algorithm
- evaluation method
- detection method
- clustering method
- dynamic programming
- preprocessing
- similarity measure
- synthetic data
- mutual information
- optimization algorithm
- computationally efficient
- data sets
- high precision
- classification method
- objective function
- computational complexity
- k means
- feature set
- semi supervised
- support vector machine
- classification accuracy
- experimental evaluation
- pairwise