PLS-Based Model Selection: The Role of Alternative Explanations in Information Systems Research.
Pratyush Nidhi SharmaMarko SarstedtGalit ShmueliKevin Hyunkyung KimKai Oliver ThielePublished in: J. Assoc. Inf. Syst. (2019)
Keyphrases
- model selection
- cross validation
- regression model
- hyperparameters
- error estimation
- parameter estimation
- variable selection
- sample size
- bayesian learning
- statistical learning
- feature selection
- statistical inference
- machine learning
- meta learning
- motion segmentation
- model selection criteria
- mixture model
- partial least squares
- leave one out cross validation
- marginal likelihood
- generalization error
- automatic model selection
- gaussian process
- selection criterion
- bayesian information criterion
- parameter determination
- unsupervised learning
- support vector
- data sets