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Review results #47

@rcannood

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@rcannood

There is still a run in progress, will update when these results come in.


The HVG overlap metric isn't giving meaningful results -- possibly related to #46. Until this is fixed, we should remove the HVG overlap


We could have three plots in three different tabs:

  • All methods but only graph metrics
  • Embed + feature methods, graph + embed metrics
  • Only feature methods, all metrics

Or we could have one plot but with three different summary metrics:

  • A label indicating whether the model is able to output a feature matrix, an embedding, or graph metrics
  • Average score across graph metrics
  • Average score across embedding metrics
  • Average score across feature metrics

Check PCR metric: according to the normalization plot, the feature-type methods seem to be getting a near perfect score. It might be comparing something it shouldn't be comparing.

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