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US Patent 10401275 Analysis method for supporting classification

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Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10401275
Patent Inventor Names
Peter Taal0
Barbara Kavsek0
Jan van den Boogaart0
Peter Lederer0
Date of Patent
September 3, 2019
Patent Application Number
14912876
Date Filed
August 5, 2014
Patent Citations Received
‌
US Patent 11537941 Remote validation of machine-learning models for data imbalance
‌
US Patent 11521115 Method and system of detecting data imbalance in a dataset used in machine-learning
0
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US Patent 11526701 Method and system of performing data imbalance detection and correction in training a machine-learning model
Patent Primary Examiner
‌
Violeta A Prieto
Patent abstract

The invention relates to an analysis method for supporting classification, a determination method for determining analysis parameters Ys, Ei, Ii, σi for the analysis method, a computer program product, and an optical analysis system for supporting classification, with which system analysis parameters Ys, Ei, Ii, σi can be defined on the basis of first and second calibration data. The parameters provide classification support according to the discriminant analysis and on the basis of measured values Pi of optical characteristics i, in particular of organic dispersions, and the information content thereof for classification, in particular the diagnosis of disease; and permit a classification proposal or a diagnosis proposal in comparison with a threshold Ys.

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