Online estimation of discrete, continuous, and conditional joint densities using classifier chains.
Michael GeilkeAndreas KarwathEibe FrankStefan KramerPublished in: Data Min. Knowl. Discov. (2018)
Keyphrases
- continuous valued
- continuous domains
- probability density
- online learning
- real time
- training data
- continuous variables
- feature space
- discrete variables
- discrete space
- continuous data
- discrete data
- classification rate
- estimation algorithm
- class labels
- feature selection
- continuous action
- continuous functions
- piecewise linear
- discrete valued
- classification process
- probability density function
- training samples
- support vector machine
- support vector
- linear classifiers
- maximum likelihood estimation
- classification method
- classification algorithm
- classifier combination
- parameter estimation
- density estimates
- feature set
- continuous space
- spatial coordinates
- learning algorithm