Table 1 The out-of-sample metrics for the models (TCM, TCM-CRP and JM) and the baseline model NM with both of the prediction horizons: means of coverage probability (CP), mean absolute error (MAE) and root mean squared error (RMSE).
From: Prediction of leukocyte counts during paediatric acute lymphoblastic leukaemia maintenance therapy
2 weeks | 4 weeks | |||||||
|---|---|---|---|---|---|---|---|---|
TCM | TCM-CRP | JM | NM | TCM | TCM-CRP | JM | NM | |
\({\overline{{\rm{CP}}}}_{50}\) | 0.457 (0.13) | 0.442 (0.13) | 0.421 (0.13) | 0.514 (0.15) | 0.443 (0.15) | 0.428 (0.14) | 0.402 (0.15) | 0.507 (0.15) |
\({\overline{{\rm{CP}}}}_{90}\) | 0.795 (0.11) | 0.787 (0.11) | 0.761 (0.14) | 0.873 (0.09) | 0.767 (0.13) | 0.759 (0.13) | 0.722 (0.17) | 0.863 (0.09) |
\(\overline{{\rm{MAE}}}\) | 0.860 (0.33) | 0.870 (0.35) | 0.964 (0.42) | 0.986 (0.43) | 0.896 (0.34) | 0.914 (0.38) | 1.016 (0.45) | 1.001 (0.44) |
\(\overline{{\rm{RMSE}}}\) | 1.232 (0.51) | 1.244 (0.53) | 1.387 (0.66) | 1.308 (0.57) | 1.278 (0.55) | 1.309 (0.64) | 1.430 (0.68) | 1.326 (0.59) |
