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. 2018 Aug 22;10:252. doi: 10.3389/fnagi.2018.00252

Table 3.

Performance results before and after filtering outliers.

# Model All data After removing outliers
RMSE MAE RMSE MAE
1 OLS 5.409 4.240 5.264 4.112
2 SGL 5.347 4.162 5.265 4.071
3 GPR 5.274 4.151 5.139 4.033
4 RVR 5.368 4.213 5.179 4.063
5 DNN 5.378 4.181 5.160 4.022