Extracting chemical-protein relations with ensembles of SVM and deep learning models.
Yifan PengAnthony RiosRamakanth KavuluruZhiyong LuPublished in: Database J. Biol. Databases Curation (2018)
Keyphrases
- learning models
- machine learning
- support vector
- loss function
- drug discovery
- chemical compounds
- support vector machine svm
- learning tasks
- support vector machine
- machine learning algorithms
- learning algorithm
- semi supervised learning
- conditional random fields
- virtual screening
- knn
- learning problems
- classification models
- chemical reactions
- training data
- protein sequences
- multi class
- feature selection
- feature vectors
- kernel methods
- amino acids
- k nearest neighbor
- svm classifier
- hidden markov models
- decision trees
- information extraction
- unlabeled data
- unsupervised learning