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. 2020 May 16;41(13):3555–3566. doi: 10.1002/hbm.25028

TABLE 3.

Comparison between TPOT and RVR. Although TPOT has a significant higher accuracy and Pearson's correlation when using the original data distribution, when using the uniformly distributed data set both models had a similar performance (the values represent ±SD)

MAE p Value t Pearson's correlation p Value t
TPOT 4.612 ± .124 <.01 −6.441 .874 ± .012 <.01 3.745
RVR 5.474 ± 0.140 .813 ± .0102
TPOT (uniform distribution) 5.594 ± .0706 >.5 −0.616 .917 ± .027 >.5 0.007
RVR (uniform distribution) 5.975 ± .525 .919 ± .013

Note. The bold values correspond to analysis with a significant p‐value (p < 0.05).