TADA: phylogenetic augmentation of microbiome samples enhances phenotype classification.
Erfan SayyariBan KawasSiavash MirarabPublished in: Bioinform. (2019)
Keyphrases
- training samples
- classification accuracy
- pattern recognition
- automatic classification
- classification systems
- decision trees
- preprocessing
- support vector
- pattern classification
- classification algorithm
- machine learning algorithms
- machine learning
- classification scheme
- class labels
- training set
- feature extraction
- model selection
- image classification
- classification models
- optimum path forest
- text classification
- gene expression
- supervised learning
- class imbalance
- feature selection
- data sets
- classification process
- decision boundary
- confidence scores