BPAGS: a web application for bacteriocin prediction via feature evaluation using alternating decision tree, genetic algorithm, and linear support vector classifier.
Suraiya AkhterJohn H. MillerPublished in: Frontiers Bioinform. (2023)
Keyphrases
- web applications
- support vector
- decision trees
- genetic algorithm
- logistic regression
- feature set
- support vector machine
- application development
- decision tree classifiers
- web browser
- prediction accuracy
- feature selection
- classification accuracy
- kernel function
- classification models
- svm classifier
- training data
- feature ranking
- box jenkins
- web application development
- training set
- application developers
- end users
- web services
- model view controller
- learning rails
- database
- ensemble methods
- feature subset
- naive bayes
- weak classifiers
- software engineering
- expert systems
- feature space
- database systems
- information systems
- learning algorithm
- machine learning