Performance Metric Elicitation from Pairwise Classifier Comparisons.
Gaurush HiranandaniShant BoodaghiansRuta MehtaOluwasanmi KoyejoPublished in: AISTATS (2019)
Keyphrases
- pairwise
- metric learning
- training data
- feature selection
- decision trees
- feature space
- classification scheme
- classification algorithm
- pairwise interactions
- nearest neighbor classification
- metric space
- similarity measure
- multi class
- support vector
- training set
- feature set
- training samples
- classifier systems
- bayesian classifier
- similarity function
- data sets
- multiple classifiers
- nearest neighbor classifier
- similarity metric
- svm classifier
- class labels
- higher order
- support vector machine
- semi supervised
- distance function
- loss function
- markov random field