DEDPUL: Method for Mixture Proportion Estimation and Positive-Unlabeled Classification based on Density Estimation.
Dmitry IvanovPublished in: CoRR (2019)
Keyphrases
- density estimation
- parzen window
- mixture model
- density function
- probability density
- mixture modeling
- density estimators
- kernel density estimation
- unsupervised learning
- support vector machine
- em algorithm
- gaussian mixture model
- classification process
- probability density function
- classification accuracy
- outlier detection
- pattern classification
- prior knowledge
- similarity measure
- mixture of gaussians
- support vector
- model selection
- maximum likelihood estimation
- machine learning methods
- support vector machine svm
- mutual information
- feature vectors
- association rules
- nonparametric density estimation