Prediction of Estimates' Accuracy for Linear Regression with a Small Sample Size.
Vladimir A. FursovAndrey V. GavrilovAnton P. KotovPublished in: TSP (2018)
Keyphrases
- linear regression
- prediction accuracy
- small sample size
- linear regression model
- least squares
- sample size
- regression problems
- high dimensionality
- nonlinear regression
- linear discriminant analysis
- locally weighted
- high dimensional
- linear predictors
- ridge regression
- regression model
- classification accuracy
- face recognition
- microarray data
- feature space
- regression methods
- discriminant analysis
- regression method
- confidence intervals
- prediction error
- learning algorithm
- text classification
- feature selection