Estimation of Classification Probabilities in Small Domains Accounting for Nonresponse Relying on Imprecise Probability.
Aziz OmarThomas AugustinPublished in: SMPS (2018)
Keyphrases
- probability function
- prior probabilities
- probability distribution
- automatic classification
- conditional probabilities
- real world
- classification scheme
- density estimation
- classification accuracy
- machine learning
- feature vectors
- feature selection
- decision trees
- feature extraction
- support vector
- classification method
- support vector machine svm
- training set
- classification systems
- classification algorithm
- decision rules
- feature set
- supervised learning
- pattern recognition
- preprocessing
- benchmark datasets
- parameter estimation
- probability density function
- pattern classification
- small number
- support vector machine
- feature space
- probability estimates
- class conditional
- neural network