SOLart: a structure-based method to predict protein solubility and aggregation.
Qingzhen HouJean Marc KwasigrochMarianne RoomanFabrizio PucciPublished in: Bioinform. (2020)
Keyphrases
- high precision
- experimental evaluation
- support vector machine
- significant improvement
- detection method
- preprocessing
- dynamic programming
- computational cost
- synthetic data
- probabilistic model
- highly accurate
- protein sequences
- test images
- segmentation method
- input data
- feature set
- neural network
- cost function
- prior knowledge
- decision trees
- learning algorithm