Reliable uncertainty estimate for antibiotic resistance classification with Stochastic Gradient Langevin Dynamics.
Md-Nafiz HamidIddo FriedbergPublished in: CoRR (2018)
Keyphrases
- stochastic gradient
- nearest neighbor classifier
- classification accuracy
- text classification
- machine learning
- decision trees
- grassmann manifold
- support vector machine svm
- nearest neighbor
- feature vectors
- feature extraction
- cost function
- text categorization
- training set
- benchmark datasets
- machine learning methods
- feature space
- support vector