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ExpertPLS - A MATLAB Toolbox for Spectral Preprocessing Selection

ExpertPLS - A MATLAB Toolbox for Spectral Preprocessing Selection

Chemometrics & Machine Learning in Copenhagen via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

ExpertPLS - A MATLAB Toolbox for Spectral Preprocessing Selection

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  1. 1 Introduction
  2. 2 Steps of data analysis
  3. 3 Importance of preprocessing
  4. 4 Classification of algorithms
  5. 5 Methods
  6. 6 Smoothing
  7. 7 Scatter effects
  8. 8 Automation
  9. 9 Performance evaluation
  10. 10 Decision tree
  11. 11 Example
  12. 12 Results
  13. 13 JScore
  14. 14 Questions

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