The Unscrambler X
Vendor: CAMO Analytics / Aspen Technology
Pricing: Commercial (free trial available)
Overview
The Unscrambler X is the most widely used chemometrics software in the food industry. It provides a comprehensive suite of multivariate analysis methods with a user-friendly graphical interface.
Key Features
- PCA — Principal Component Analysis for exploratory data analysis
- PLS Regression — Partial Least Squares for quantitative prediction models
- PLS-DA — Discriminant Analysis for classification tasks
- Spectral preprocessing — SNV, MSC, derivatives, smoothing
- Model validation — cross-validation, test set validation