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cross-posted from: https://lemmy.world/post/9724922
AI-screened eye pics diagnose childhood autism with 100% accuracy
It sounds like the model is overfitting the training data. They say it scored 100% on the testing set of data which almost always indicates that the model has learned how to ace the training set but flops in the real world.
I think we shouldn’t put much weight behind this news article. This is just more overblown hype for the sake of clicks.
The article says they kept 15% of the data for testing, so it’s not overfitting. I’m still skeptical though.
I’m pretty sure it’s possible to overfit even with large testing sets.
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