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vanderbilt-data-science / ancient-artifacts

Dynamic image analysis to identify ancient artifacts in soil samples. We will work on microdebitage (the debris of ancient stone knapping first) and later expand to other materials (e.g., mortars).
MIT License
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Naive bayes #45

Closed MJRAJ01 closed 3 years ago

MJRAJ01 commented 3 years ago

Implementing a Naive Bayes model to classify particles as Soil or Lithic samples

MJRAJ01 commented 3 years ago

Results from a 20 model analysis of the Naive Bayes model can be found in this PDF. 42-naivebayes-modeling.pdf

MJRAJ01 commented 3 years ago

Updated PDF with commentary on Naive Bayes graphs and performance 42-naivebayes-modeling.pdf

MJRAJ01 commented 3 years ago

Thank you so much for the detailed feedback! I have removed the tidymodels tutorials file and saved it in a local directory on my computer and made the edits to the package loading schema with pacman (which is so useful to use). Once this pull request receives approval I will go ahead and merge it in!