The Unscrambler®: Comprehensive Multivariate Analysis and Experimental Software

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 RoI.

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.

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Usage of the Unscrambler X Classification Engine

Provides quality measures used on the output of spectrometers or other process instruments
Process surveillance, on-line quality assurance, automatically accepting or rejecting items
On-line recognition and sorting of objects based on a combination of characteristics e.g. weight, size, shape
Identify contaminated samples based on multiple measurements
Classification of raw materials based on measurable characteristics
Integration of spectral/chromatographic data of samples, which can be configured to classify samples into groups like Good/Bad, Pure/Adulterated etc

Example applications of the Unscrambler X Classification Engine

Classifying food samples accordingly to different characteristics for authenticity (e.g. olive oil, wine, honey etc)
Determining the origin of archaeological samples from classification models
Determining authenticity of automotive spare parts using handheld instruments
Using classification models to identify narcotics and/or counterfeit products
Classifying the disease state of tumors using MVA and imaging data
Sorting products on high-speed production lines into relevant groups according to product qualities

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.

Want to use the Unscrambler X Classification Engine on your current instrument? Ask your instrument vendor for assistance or contact us directly!

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