Learning from multinomial data: a nonparametric predictive alternative to the Imprecise Dirichlet Model.
Frank P. A. CoolenThomas AugustinPublished in: ISIPTA (2005)
Keyphrases
- experimental data
- prior knowledge
- data sets
- predictive model
- learned models
- test data
- measured data
- learning process
- learning models
- hidden variables
- bayesian methods
- training data
- network structure
- probabilistic model
- database
- data analysis
- learning scheme
- learning tasks
- discrete data
- accurate models
- probability distribution
- data sources
- background knowledge
- statistical methods
- computational model
- em algorithm
- data collection
- data structure
- missing data
- parametric models
- knowledge discovery
- data points
- sensory data
- feature selection
- learning algorithm