An ensemble learning framework for potential miRNA-disease association prediction with positive-unlabeled data.
Yao WuDonghua ZhuXuefeng WangShuo ZhangPublished in: Comput. Biol. Chem. (2021)
Keyphrases
- ensemble learning
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- ensemble classifier
- active learning
- generalization ability
- data points
- text classification
- ensemble methods
- text categorization
- learning algorithm
- training set
- supervised learning
- training data
- base classifiers
- training examples
- random forest
- gene expression
- labeled and unlabeled data
- neural network
- class labels
- prediction accuracy
- support vector machine svm
- probabilistic model
- high dimensional
- support vector
- face recognition
- feature selection
- machine learning