pls-toolbox-model-builder

What problem does it solve?

This guide helps MATLAB users build chemometric models with Eigenvector's PLS_Toolbox without relying on the GUI, coordinating dataset objects, preprocessing, and model objects in both OO and function-form workflows.

Core Features & Use Cases

• Two construction styles: Object-Oriented (OO) with evrimodel objects and the preferred approach, and Function-Form using direct modeling functions.
• End-to-end pipelines: Prepare data as DSOs, configure models, apply preprocessing, calibrate/cross-validate, inspect results, and apply to new data.
• Cross-tool coordination: Coordinates three companion skills (pls-toolbox-dataset, pls-toolbox-preprocessing, pls-toolbox-model-object) to streamline model building in MATLAB.

Quick Start

Use a simple OO workflow to create an PCA model, set data and preprocessing, calibrate, and inspect results.