Integration of A Deep Learning Classifier with A Random Forest Approach for Predicting Malonylation Sites.
Zhen ChenNingning HeYu HuangWen Tao QinXuhan LiuLei LiPublished in: Genom. Proteom. Bioinform. (2018)
Keyphrases
- random forest
- deep learning
- feature set
- fold cross validation
- decision trees
- ensemble learning
- ensemble classifier
- random forests
- machine learning
- unsupervised learning
- ensemble methods
- feature selection
- training set
- weakly supervised
- feature space
- multi label
- training data
- mental models
- base classifiers
- object recognition
- classifier ensemble
- class labels
- support vector
- feature extraction
- training examples
- prediction accuracy
- classification accuracy
- pattern recognition
- learning algorithm