On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures.
Harikrishna NarasimhanRohit VaishShivani AgarwalPublished in: NIPS (2014)
Keyphrases
- statistical measures
- statistical tests
- data driven
- support vector
- supervised classification
- decision trees
- classification systems
- diversity measures
- multiple classifiers
- statistical analysis
- information theoretic
- svm classifier
- feature selection
- individual features
- confusion matrices
- linear classifiers
- data sets
- classification rate
- test set
- machine learning algorithms
- training samples
- graphical models
- training set
- neural network