Leveraging the k-Nearest Neighbors classification algorithm for Microbial Source Tracking using a bacterial DNA fingerprint library.
Jeffrey D. McGovernAlexander DekhtyarChris KittsMichael BlackJennifer VanderkelenAnya GoodmanPublished in: BIBM (2015)
Keyphrases
- classification algorithm
- k nearest neighbor
- knn
- nearest neighbor
- training phase
- support vector machine
- classification method
- neural network
- text categorization
- support vector machine svm
- accurate classification
- concept drift
- text classification
- sequence data
- feature selection
- high throughput
- knowledge discovery
- feature space
- graph cuts
- bayesian networks
- learning algorithm
- data sets
- test instances
- knn classifier