Applying regression conformal prediction with nearest neighbors to time series data.
Samya TajmouatiBouazza El WahbiMohamed DakkonPublished in: Commun. Stat. Simul. Comput. (2024)
Keyphrases
- conformal prediction
- nearest neighbor
- ridge regression
- k nearest neighbour
- confidence levels
- knn
- k nearest neighbor
- tree ensembles
- data points
- high dimensional
- linear regression
- regression methods
- high dimensional data
- random forests
- distance function
- nearest neighbour
- machine learning
- statistical analysis
- feature space
- decision trees