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. 2021 Jun 12;7(1):44. doi: 10.1186/s40854-021-00245-1

Table 2.

The goodness of fit criteria of the models

Algorithm R square (%) RMSE MAE
Random forest 99.1 0.610 0.415
Support vector machines 94.5 1.505 1.164
OLS regression 91.2 1.804 1.375
k-nearest neighbors 63.6 3.822 2.684