Breast and Lung Anticancer Peptides Classification Using N-Grams and Ensemble Learning Techniques.
Ayad R. AbbasBashar Saadoon MahdiOsamah Younus FadhilPublished in: Big Data Cogn. Comput. (2022)
Keyphrases
- ensemble learning
- n gram
- generalization ability
- text classification
- ensemble classifier
- language model
- weak learners
- support vector machine
- feature selection
- ensemble methods
- classification accuracy
- decision trees
- support vector machine svm
- learning algorithm
- unlabeled data
- class labels
- classification models
- classification algorithm
- multi class
- feature space
- feature set
- text mining
- high dimensional
- bp neural network
- concept drift
- support vector
- base classifiers
- character n grams
- machine learning methods
- data sets
- svm classifier
- benchmark datasets
- text categorization
- labeled data
- image classification
- probabilistic model
- pattern recognition
- bayesian networks
- feature extraction
- machine learning
- neural network