DNN-DTIs: Improved drug-target interactions prediction using XGBoost feature selection and deep neural network.
Cheng ChenHan ShiZhiwen JiangAdil SalhiRuixin ChenXuefeng CuiBin YuPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- neural network
- feature selection
- prediction model
- prediction accuracy
- training process
- knn
- stepwise regression
- chaotic time series
- machine learning
- improved algorithm
- back propagation
- text categorization
- mackey glass
- support vector
- prediction error
- mutual information
- prediction algorithm
- multi layer perceptron
- feature selection algorithms
- artificial neural networks
- recurrent neural networks
- gene expression data
- high dimensionality
- feature set
- feed forward
- information gain
- feature space
- neural network model
- fault diagnosis
- models built
- fuzzy artmap
- neural network ensemble
- feature extraction
- automatic relevance determination
- text classification
- social networks