VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning.
Jiwoong KimDavid E. GreenbergReed PiferShuang JiangGuanghua XiaoSamuel A. ShelburneAndrew Y. KohYang XieXiaowei ZhanPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- machine learning
- prediction accuracy
- feature set
- machine learning approaches
- feature selection
- prior knowledge
- feature construction
- extracted features
- learning tasks
- machine learning methods
- co occurrence
- supervised learning
- training data
- feature extraction
- image sequences
- decision trees
- image features
- active learning
- feature space
- support vector
- visual features
- prediction model
- computer vision
- data mining