DeepPPPred: Deep Ensemble Learning with Transformers, Recurrent and Convolutional Neural Networks for Human Protein-Phenotype Co-mention Classification.
Morteza Pourreza ShahriKatrina LyonJulia SchearerIndika KahandaPublished in: BIBM (2021)
Keyphrases
- ensemble learning
- generalization ability
- convolutional neural networks
- ensemble classifier
- weak learners
- ensemble methods
- machine learning
- support vector machine svm
- classification accuracy
- support vector
- benchmark datasets
- feature vectors
- support vector machine
- random forest
- decision trees
- classification models
- class labels
- pattern recognition
- feature selection
- mutual subspace method
- base classifiers
- machine learning algorithms
- text classification
- feature extraction
- classification algorithm
- machine learning methods
- svm classifier
- unlabeled data
- image classification
- multi class
- prior knowledge
- feature ranking
- training set
- training data