q2-sample-classifier: machine-learning tools for microbiome classification and regression.
Nicholas A. BokulichMatthew R. DillonEvan BolyenBenjamin D. KaehlerGavin A. HuttleyJ. Gregory CaporasoPublished in: J. Open Source Softw. (2018)
Keyphrases
- learning tools
- support vector
- classification method
- classification scheme
- classification process
- classification algorithm
- svm classifier
- learning experience
- class labels
- support vector machine
- classification rate
- decision trees
- nearest neighbor classifier
- k nearest neighbour
- training samples
- small sample
- feature set
- feature selection
- classification models
- training set
- training data
- machine learning
- engineering education
- classification accuracy
- feature extraction
- model selection
- feature space
- mobile learning
- nearest neighbour
- regression problems
- binary classifiers
- feature vectors
- classifier combination
- decision boundary
- representative samples
- video games
- distance learning
- cross validation
- regression model
- support vector machine svm
- learning algorithm
- weak classifiers
- feature subset
- higher education
- online learning
- supervised learning
- individual classifiers
- database