A linear relationship (or linear association) refers to a relationship between two variables that can be represented with a straight line on a graph. As one variable increases or decreases, the other ...

Linear discriminant analysis (LDA) is a versatile statistical method for reducing redundant and noisy information from an original sample to its essential features. Particularly, LDA is a supervised ...

As a powerful modelling method, piecewise linear neural networks (PWLNNs) have proven successful in various fields, most recently in deep learning. To apply PWLNN methods, both the representation and ...

Learn how nonlinear and linear regression models differ, predict variables, and their applications in data analysis for accurate results.