A novel strategy for classifying the output from an in silico vaccine discovery pipeline for eukaryotic pathogens using machine learning algorithms.
Stephen J. GoodswenPaul J. KennedyJohn T. EllisPublished in: BMC Bioinform. (2013)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- predictive accuracy
- learning problems
- learning tasks
- machine learning models
- machine learning approaches
- learning models
- knowledge discovery
- dna sequences
- random forests
- multiclass classification
- standard machine learning algorithms
- machine learning and data mining algorithms
- data mining techniques
- data sets
- reinforcement learning
- public health
- input features