2min chapter

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Explainable Climate Science

Data Skeptic

CHAPTER

How Much Variability Is There in the Planet System?

There's quite a bit of variability in the climate system. It can vary, as i said, on days, but it also has theaa from decades to multiple decades in time. And if we take an area that was experiencing a lot of climate change, like the arctic, that's one of the areas that's warming faster than anywhere else in the planet. The explainability technique we're using is the thing called layer wise relevance propagation. This essentially takes your features from your imputs and an outputs. After you use this technique, it Outputs a heat map telling you the relevants were,. how important that feature was to the final prediction from the narrow network.

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