Prediction of novel pre-microRNAs with high accuracy through boosting and SVM.
Yuanwei ZhangYifan YangHuan ZhangXiaohua JiangBo XuYu XueYunxia CaoQian ZhaiYong ZhaiMingqing XuHoward J. CookeQinghua ShiPublished in: Bioinform. (2011)
Keyphrases
- high accuracy
- support vector machine svm
- feature selection
- ensemble classifier
- support vector
- prediction accuracy
- computational methods
- knn
- ensemble methods
- machine learning
- learning algorithm
- generalization ability
- support vector machine
- prediction model
- cost sensitive
- multi class
- sequence prediction
- ensemble learning
- training data
- adaboost algorithm
- feature vectors
- binary classification
- boosting algorithms
- bayesian classifiers
- soft margin
- text classification
- hyperplane
- feature space
- predictive model
- weak learners
- decision forest
- high throughput