A machine learning-based method for prediction of macrocyclization patterns of polyketides and non-ribosomal peptides.
Priyesh AgrawalDebasisa MohantyPublished in: Bioinform. (2021)
Keyphrases
- machine learning
- cost function
- significant improvement
- clustering method
- statistical methods
- high precision
- protein secondary structure prediction
- preprocessing
- dynamic programming
- prediction model
- pattern classification
- support vector machine
- high accuracy
- segmentation method
- detection method
- knowledge discovery
- probabilistic model
- decision trees