Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets.
Carly A. BobakAlexander J. TitusJane E. HillPublished in: Appl. Soft Comput. (2019)
Keyphrases
- machine learning models
- machine learning algorithms
- machine learning approaches
- machine learning
- spam filtering
- benchmark datasets
- gene expression profiles
- image classification
- feature vectors
- classification algorithm
- decision trees
- classification accuracy
- cancer datasets
- learning models
- model selection
- support vector
- feature extraction
- machine learning methods
- classification rules
- microarray data
- classification models
- nearest neighbor
- knn
- feature selection