Table 1 The mean and median negative log likelihoods for both the CNN and the direct GEV fits to each site.

From: Sensitivity of extreme precipitation to climate change inferred using artificial intelligence shows high spatial variability

Location

CNN Mean

GEV Mean

CNN Median

GEV Median

CNN Better

NA

0.733

0.786

0.493

0.541

74%

EUR

0.316

0.326

−0.006

−0.031

63%

AUS

0.801

0.795

0.468

0.482

51%

NZ

0.916

0.890

0.568

0.624

49%

  1. Lower numbers represent better fits to the block maxima. CNN better shows the percentage of times the CNN produced better results than a direct fit at a given site.
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