A Knowledge Discovery System with Support for Model Selection and Visualization.
Tu Bao HoTrong Dung NguyenHiroshi ShimodairaMasayuki KimuraPublished in: Appl. Intell. (2003)
Keyphrases
- model selection
- knowledge discovery
- cross validation
- sample size
- hyperparameters
- parameter estimation
- machine learning
- bayesian learning
- error estimation
- variable selection
- mixture model
- statistical inference
- information criterion
- feature selection
- meta learning
- automatic model selection
- motion segmentation
- statistical learning
- generalization error
- selection criterion
- parameter determination
- data mining
- data sets
- regression model
- association rules
- data analysis
- leave one out cross validation
- decision trees
- model selection criteria
- gaussian mixture model
- gaussian process
- outlier detection
- marginal likelihood