A k-Nearest Neighbours Based Ensemble via Optimal Model Selection for Regression.
Amjad AliMuhammad HamrazPoom KumamDost Muhammad KhanUmair KhalilMuhammad SulaimanZardad KhanPublished in: IEEE Access (2020)
Keyphrases
- model selection
- k nearest neighbour
- regression model
- leave one out cross validation
- cross validation
- feature selection
- hyperparameters
- bayesian model selection
- knn
- sample size
- regression methods
- variable selection
- mixture model
- machine learning
- gaussian process
- multivariate regression
- selection criterion
- optimal solution
- nearest neighbour
- generalization error
- ensemble methods
- model selection criteria
- marginal likelihood
- statistical inference
- unsupervised learning
- text categorization