Visual Analytics for Model Selection in Time Series Analysis.
Markus BöglWolfgang AignerPeter FilzmoserTim LammarschSilvia MikschAlexander RindPublished in: IEEE Trans. Vis. Comput. Graph. (2013)
Keyphrases
- model selection
- visual analytics
- cross validation
- visual analysis
- interactive visualization
- learning analytics
- data analysis
- knowledge discovery
- bayesian learning
- hyperparameters
- parameter estimation
- sample size
- mixture model
- visual interfaces
- regression model
- feature selection
- selection criterion
- variable selection
- information criterion
- error estimation
- gaussian process
- machine learning
- data mining methods
- statistical inference
- mutual information
- marginal likelihood
- drug discovery
- data sets
- model selection criteria
- active learning
- decision trees
- data mining