The features incorporated in the Unscrambler Online enable users to use Unscrambler models and supports The Unscrambler 9.8’s merged model files.

• Configure and create an operation method in few easy steps (no programming skills required)

File Polling:

• Predict or classify samples online at regular / user defined intervals using pre- developed Unscrambler models.
• Utilize JCAMP-DX, GRAMS, Indico & BFF3 and Varian input data formats measured by spectroscopic instruments

Auto Pretreatments:

• Supports auto pretreatments / transformations used in The Unscrambler®
  (Smoothing, Normalizations, Baseline Corrections, Derivatives, Multiplicative Scatter Corrections (MSC and EMSC), Standard Normal Variate (SNV) and spectroscopic data conversions:
  absorbance to reflectance or transmittance and vice-versa, reflectance to Kubelka-Munk)

Multiple Model Selection:

• Compare prediction results using models of different variable ranges, number of PC ‘s or data pretreatments.
• Method configuration options to include different types of Unscrambler models for prediction/classification: PLS1, PLS2, PCR and PCA

Result Display:

• Displays and updates results in Excel format
• Prediction uncertainty, sample residual and leverage provided available as part of prediction results
• Scores, sample residual and leverage available as part of classification results

• Authenticates Username