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Standardizing Evaluation of Compound Analysers

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Guy De Pauw
Guy De Pauw

© Liaan L. Fourie, Martin Puttkammer & Menno Van Zaanen

TecnologiaNegócios
1 de 26
Towards Standardizing Evaluation Test Sets for Compound Analysers
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Evaluation of Compound Analysers ,[object Object],[object Object],[object Object],[object Object],[object Object]
Parameters of Standard Test Sets ,[object Object],[object Object],[object Object],[object Object]
Parameters of Standard Test Sets II ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Metrics for Evaluation ,[object Object],[object Object],[object Object],[object Object]
Data Categories ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Compound Words ,[object Object],[object Object]
Compound Words II ,[object Object],[object Object]
Non-compound Words ,[object Object],[object Object]
Non-compound Words II ,[object Object],[object Object]
Error Words ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Error Words II ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experiments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experiment 1 ,[object Object],5000 Compounds 2500 Non-compounds 3000 Errors 250 500 5000 750
Instance and Word Level ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results and Discussion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
ANOVA Variable p-value Compounds-NonCompounds-Errors 0.000 Instance-Word 0.000 Size 0.991
TukeyHSD Variable p-value Errors-Compounds 0.000 NonCompounds-Compounds 0.000 NonCompounds-Errors 0.000 Words-Instances 0.000 500-250 0.999 750-250 0.981 1000-250 0.997 1250-250 0.999 … … 4750-4250 1.000 5000-4250 1.000 4750-4500 1.000 5000-4500 1.000
Experiment 2 ,[object Object],[object Object],[object Object],[object Object],250 Compounds 250 Non-compounds 250 Errors 10 20 250 30
ANOVA Variable p-value Compounds-NonCompounds-Errors 0.000 Instance-Word 0.000 Size 0.000
TukeyHSD Variable p-value Errors-Compounds 0.000 NonCompounds-Compounds 0.000 NonCompounds-Errors 0.000 Words-Instances 0.000 20-10 0.986 30-10 0.375 40-10 0.0000005 50-10 0.044 … … 250-30 0.322 50-40 0.783 60-40 1.000 … …
Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Future Work ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you!

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Standardizing Evaluation of Compound Analysers

  • 1. Towards Standardizing Evaluation Test Sets for Compound Analysers
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  • 19. ANOVA Variable p-value Compounds-NonCompounds-Errors 0.000 Instance-Word 0.000 Size 0.991
  • 20. TukeyHSD Variable p-value Errors-Compounds 0.000 NonCompounds-Compounds 0.000 NonCompounds-Errors 0.000 Words-Instances 0.000 500-250 0.999 750-250 0.981 1000-250 0.997 1250-250 0.999 … … 4750-4250 1.000 5000-4250 1.000 4750-4500 1.000 5000-4500 1.000
  • 21.
  • 22. ANOVA Variable p-value Compounds-NonCompounds-Errors 0.000 Instance-Word 0.000 Size 0.000
  • 23. TukeyHSD Variable p-value Errors-Compounds 0.000 NonCompounds-Compounds 0.000 NonCompounds-Errors 0.000 Words-Instances 0.000 20-10 0.986 30-10 0.375 40-10 0.0000005 50-10 0.044 … … 250-30 0.322 50-40 0.783 60-40 1.000 … …
  • 24.
  • 25.