Matlab toolboxes and functions for predictive modelling

Multivariate Adaptive Regression Splines, Locally Weighted Polynomials, Radial Basis Functions, ...

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MATLAB toolboxes:
* ARESLab toolbox - Multivariate Adaptive Regression Splines (MARS);
* M5PrimeLab toolbox - M5' regression trees and model trees as well as tree ensembles built using Bagging, Random Forests, and Extremely Randomized Trees (a.k.a. Extra-Trees);
* LWP toolbox - Locally Weighted Polynomial regression;
* Radial Basis Function interpolation;
* ...

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux