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. 2022 Sep 27;6(9):e35114. doi: 10.2196/35114

Table 8.

Feature Model 1 comparison (outliers included versus excluded).

Algorithm Mean R2 in the sample with outliers included (n=182) Mean R2 in the sample with outliers excluded (n=178)
Linear regression 0.693 0.689
Random forest 0.481 0.493
AdaBoost 0.454 0.494