VISAR: an interactive tool for dissecting chemical features learned by deep neural network QSAR models.
Qingyang DingSiyu HouSongpeng ZuYonghui ZhangShao LiPublished in: Bioinform. (2020)
Keyphrases
- neural network
- learned models
- probabilistic model
- neural network model
- classification models
- predictive power
- feature vectors
- prior knowledge
- feature extraction
- pattern recognition
- training data
- learning models
- co occurrence
- keypoints
- activation function
- neural model
- prediction model
- feature set
- early stage
- statistical models
- complex systems
- knn
- low level
- feature space
- learning algorithm
- genetic algorithm