IEEE

Tensor Decomposition-Based Relaxed Linear Regression for Hyperspectral Image Classification

Abstract: Linear regression and its variants have achieved considerable success in image classification. However, those methods still encounter two challenges when dealing with hyperspectral image ...
Visual Studio Magazine

Linear Support Vector Regression from Scratch Using C# with Evolutionary Training

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...
Frontiers

Use of the linear regression method to evaluate population accuracy of predictions from non-linear models

To address the limitations of commonly used cross-validation methods, the linear regression method (LR) was proposed to estimate population accuracy of predictions based on the implicit assumption ...
thetechedvocate.org

3 Ways to Run Regression Analysis in Microsoft Excel

Microsoft Excel is a powerful tool for data analysis and visualization. One of the most widely used techniques in data analysis is regression analysis, which helps in understanding the relationship ...
IEEE

Regression models and experimental designs: A tutorial for simulation analysts

Abstract: This tutorial explains the basics of linear regression metamodels-especially low-order polynomials-and the corresponding statistical designs-namely, fractional factorial designs of ...
C&EN

Cheap Turns Superior: A Linear Regression-Based Correction Method to Reaction Energy from the DFT

Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...