Dealing with data intrinsic difficulties by learning an interPretable Ensemble Rule Learning (PERL) model.
Saeed MostafaeiAbbas AhmadiJamal ShahrabiPublished in: Inf. Sci. (2022)
Keyphrases
- prior knowledge
- learning models
- experimental data
- learned models
- input data
- learning algorithm
- training data
- computational model
- probability distribution
- data sets
- accurate models
- database
- hidden variables
- test data
- supervised learning
- learning process
- data analysis
- probabilistic model
- background knowledge
- classification models
- data structure
- data warehouse
- high dimensional data
- database design
- training set
- statistical methods
- bayesian networks
- data mining