search

MetOffice / XBTs_classification

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

Rerun metric evaluation with WOD raw data #80

Closed stevehadd closed 3 years ago

stevehadd commented 3 years ago

For constency with previous results, we ran that algorithm/inputs evaluation experiments using the IQuOD data previously downloaded by Matt. Ultimately we want to work with the data downloaded from WOD. We should rerun the experiments with this data seer if we get different results.

stevehadd commented 3 years ago

I have identified an issue while testing with WOD data, which is that the data I downloaded contains data older than the previous dataset. This data is not from all years, so there is 1952, 9154 and 1960-1965 in addition to the years present in the dataset. With non-continuous years, there are some processing issues For now, we will stick to processing from 1966 so we have continuous years, but I have created an issue to address the problem (#96 ).

stevehadd commented 3 years ago

The preprocessing, training and evaluation code has now run successfully on the WOD data on spice, so the code updates will be put into a pull request to close this issue.