MetOffice / XBTs_classification

Project for the classification of eXpendable Bathy Thermographs
BSD 3-Clause "New" or "Revised" License
4 stars 2 forks source link

Generate classification probabilities using a Naive Bayes classifier #30

Open stevehadd opened 4 years ago

stevehadd commented 4 years ago

scikit-learn has naive bayes classifier which can produce probabilities of classification. It would be good to try this out. If we get reasonable accuracy and some probabilities, this could be very useful as an easy to create probabilities for use in downstream processing.

https://scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.MultinomialNB.html#sklearn.naive_bayes.MultinomialNB