CAMO Software

Unscrambler® X Classification Engine


Enabling Online Classifications

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Features | System requirements | Installation guide


Run classification models directly from your analytical instrument with the Unscrambler® X Classification Engine. Our powerful software engine seamlessly integrates into a wide range of instruments and process equipment, allowing you to classify samples in real-time with models generated off-line in our leading multivariate analysis software, The Unscrambler® X.

Get even more value from the investment in your precision instrument by combining it with the outstanding analytics, visualization and diagnostics of our proven multivariate analysis software.


Automate your analysis

Apply classification models (SIMCA, LDA, SVM, PCA) in real-time to raw data collected from analytical instruments such as spectrometers. Includes automatic preprocessing of new data.

Reduce deployment costs

Classification models developed in a central laboratory or technical group can be seamlessly transferred with no prior knowledge of The Unscrambler® X to maximize return on investments.


Reliable results

Ensure reliable results within pre-defined limits. Preview classification results within the client software. Results can also be saved in tabulated form or as graphs.

Specify the level of result detail

Set the desired level of detail for the results obtained. These can range from only the class members, to members, distances (scaled/non-scaled), variances, scores and leverages.


The latest version of this powerful classification engine includes enhanced features, even greater ease of use and powerful classification models.

Usage of the Unscrambler® X Classification Engine


Example applications of the Unscrambler® X Classification Engine


Why is the choice of analytical software important?

Analytical software is one of the most important factors when selecting a spectrometer or other scientific instrument. If the analytical software is insufficient, the analysis will suffer, regardless of the quality of the instrument.

The Unscrambler® X Classification Engine offers advanced classification methods including Linear Discriminant Analysis (LDA), Support Vector Machine (SVM), SIMCA and Principal Component Analysis (PCA), and seamlessly integrates into a wide range of instruments and process equipment.


How the Unscrambler® X Classification Engine works

The Unscrambler® X Classification Engine can be integrated into a client software platform by writing API function calls into it. Whatever programming language the software is developed in (e.g. C/C++, Visual Basic) functions are called in a DLL. New samples from the client software are fed into Unscrambler® X Classification Engine for reliable, real-time classification results.

In most cases, the instrument supplier can install the Unscrambler® X Classification Engine directly on the instrument. Alternatively, CAMO Software offer a programmers manual and can provide technical assistance.


Integrating Classification Engine with a client software