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. 2022 Dec 31;20(2):229–238. doi: 10.1038/s41592-022-01687-w

Extended Data Fig. 7. Goodness-of-fit of nonnegative spatial factorization (NSF) and NSF hybrid model (NSFH) to real datasets.

Extended Data Fig. 7

Lower deviance indicates better fit to training data. dim: number of latent dimensions or components, IPs: number of inducing points, lik: likelihood, poi: Poisson, nb: negative binomial. For XYZeq, all 288 unique spatial locations were used as IPs.