pls-toolbox-model-object

What problem does it solve?

EVRIModel objects provide a standardized, object-oriented container for building, calibrating, applying, and reviewing multivariate models in MATLAB, simplifying access to model internals and workflows.

Core Features & Use Cases

• Support for PCA, PLS, PCR, PLSDA, MCR, and other model types via EVRIModel objects.
• Unified interface to create empty models, calibrate with data, apply to new data, and retrieve predictions and diagnostics.
• Use case: automate model calibration and deployment within MATLAB scripts and batch workflows.

Quick Start

Create an EVRIModel for a PCA workflow, assign x-data to model.x, set ncomp, run model.calibrate, and then access model.scores from the calibrated object.