Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning.
Takumi YoshidaHiroyuki HanadaKazuya NakagawaKouichi TajiKoji TsudaIchiro TakeuchiPublished in: CoRR (2023)
Keyphrases
- model selection
- pattern mining
- parameter estimation
- selection criterion
- probabilistic model
- objective function
- model selection criteria
- interesting patterns
- pattern discovery
- bayesian learning
- regression model
- mixture model
- bayesian framework
- itemsets
- maximum likelihood
- bayesian methods
- sequential pattern mining
- probability distribution
- marginal likelihood
- feature selection
- automatic model selection