Adding single-class model evaluation [Supplementary Figure] #41
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gwaybio
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Oct 3, 2023
gwaybio
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jenna-tomkinson
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jenna-tomkinson
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LGTM! I had a question regarding how to interpret the figure, but overall great PR!
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No comments on how the figure looks! I wanted to confirm my observations are correct.
The single-class models are not that good at all compared to the multi-class. Which is weird, since one analysis Roshan did showed that both model types per phenotypic class weight similar features the same.
I am assuming we will reference this in the results with one sentence essentially saying that the single-cell models performed poorly (Supplementary figure #), right?
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Yes, you are correct. One potential explanation may be revealed by @MattsonCam analysis of class balanced models.
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I am assuming we will reference this in the results with one sentence essentially saying that the single-cell models performed poorly (Supplementary figure #), right?
Yep, so far this is our strategy
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