Computational predictions for protein sequences of COVID-19 virus via machine learning algorithms.
Heba M. AfifyMuhammad S. ZanatyPublished in: Medical Biol. Eng. Comput. (2021)
Keyphrases
- data mining
- machine learning algorithms
- protein sequences
- machine learning
- benchmark data sets
- computational biology
- standard machine learning algorithms
- learning algorithm
- machine learning methods
- protein structure
- learning problems
- predictive accuracy
- amino acids
- protein classification
- secondary structure
- data mining techniques
- random forests
- decision trees
- protein structure and function
- machine learning approaches
- learning tasks
- protein function
- protein structure prediction
- multiple sequence alignment
- biological sequences
- multiple alignment
- protein secondary structure
- real world
- machine learning models
- sequence alignment
- sequence analysis
- text classification
- computational methods
- learning models
- sequence databases