Comparative analysis of machine learning algorithms on the microbial strain-specific AMP prediction.
Boris VishnepolskyMaya GrigolavaGrigol ManagadzeAndrei GabrielianAlex RosenthalDarrell E. HurtMichael TartakovskyMalak PirtskhalavaPublished in: Briefings Bioinform. (2022)
Keyphrases
- machine learning algorithms
- comparative analysis
- benchmark data sets
- learning algorithm
- predictive accuracy
- decision trees
- machine learning
- machine learning methods
- prediction accuracy
- standard machine learning algorithms
- random forests
- learning problems
- learning tasks
- machine learning approaches
- machine learning systems
- semi quantitative
- high throughput
- learning models
- domain specific
- machine learning models
- statistical machine learning
- training data
- transfer learning
- text mining
- decision tree learners