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

Table 9.

Feature Model 2 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 0.763 0.754
Random forest 0.722 0.777
AdaBoost 0.679 0.733