Deep Neural Network and Extreme Gradient Boosting Based Hybrid Classifier for Improved Prediction of Protein-Protein Interaction.
Satyajit MahapatraVivek Raj GuptaSitanshu Sekhar SahuGanapati PandaPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- protein protein interactions
- gradient boosting
- neural network
- protein interaction
- multi layer perceptron
- prediction accuracy
- loss function
- training data
- training set
- training process
- support vector
- computational methods
- feature selection
- support vector machine
- high throughput
- feature space
- base learners
- single feature
- network analysis
- biological data
- data analysis
- ppi networks
- decision trees