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MetOffice / XBTs_classification

Project for the classification of eXpendable Bathy Thermographs
BSD 3-Clause "New" or "Revised" License
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use imeta as a fallback in output file #26

Closed stevehadd closed 4 years ago

stevehadd commented 4 years ago

In some cases, the trained ML classifier is not able to produce a classification for a profile. In these cases, we should back on the iMeta value for that profile. This should be reflected in the classification quality flag, using 0 for iMeta and 1 for ML classifier.

stevehadd commented 4 years ago

This has now been demomstrated in the ML tree cross-validation notebook and should be applied to all other notebooks, including plots of what portion of profiles require the imeta fallback option.

stevehadd commented 4 years ago

This has now been demonstrated in notebooks and implemented in the experiment framework.