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EVRI-thing You Need to Know About Developing Classification Solutions

Jun 3, 2021

From verifying raw materials to determining the type of bacteria responsible for an infection, classification problems are common in the chemical and biological sciences. Many methods have been developed to classify samples based on a multivariate response and Eigenvector’s MATLAB-based PLS_Toolbox and stand-alone Solo support many of the most effective methods. In this webinar we’ll give an overview of classification methods and show how to set up problems, optimize methods and evaluate solutions.

Table of Contents

00:00 – Introduction and Outline

02:40 – Preparation and Setting up Classes

06:22 – Overview of Available Classification Methods

37:00 – Interpreting Results

51:03 – Hierarchical Models

53:12 – Conclusion