iIL13Pred: improved prediction of IL-13 inducing peptides using popular machine learning classifiers.
Pooja AroraNeha PeriwalYash GoyalVikas SoodBaljeet KaurPublished in: BMC Bioinform. (2023)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- decision trees
- machine learning approaches
- multiple linear regression
- supervised classification
- prediction accuracy
- feature selection
- pattern recognition
- ensemble classifier
- support vector
- prediction model
- data mining
- training data
- naive bayes
- learning classifier systems
- regression model
- inductive logic programming
- statistical methods
- roc analysis
- training set
- feature set
- supervised learning
- information extraction
- active learning
- neural networks and support vector machines
- inductive learning
- learning problems
- learning tasks
- svm classifier
- multi class
- support vector machine