Statisticsa | Training dataset | Validation dataset | ||||||
---|---|---|---|---|---|---|---|---|
Observed | MRM | OLS | EPM | Observed | MRM | OLS | EPM | |
Mean | 0.731 | 0.731 | 0.731 | 0.668 | 0.936 | 0.932 | 0.896 | 0.874 |
SD | 0.290 | 0.289 | 0.213 | 0.285 | 0.162 | 0.149 | 0.121 | 0.153 |
Minimum | −0.239 | −0.239 | 0.088 | −0.322 | − 0.163 | − 0.074 | 0.226 | − 0.123 |
P5 | 0.088 | 0.070 | 0.322 | 0.029 | 0.516 | 0.678 | 0.622 | 0.601 |
P10 | 0.228 | 0.246 | 0.401 | 0.200 | 0.796 | 0.726 | 0.713 | 0.699 |
P25 | 0.656 | 0.645 | 0.598 | 0.576 | 1.000 | 0.918 | 0.888 | 0.837 |
Median | 0.796 | 0.796 | 0.771 | 0.745 | 1.000 | 1.000 | 0.946 | 0.933 |
P75 | 1.000 | 1.000 | 0.917 | 0.876 | 1.000 | 1.000 | 0.964 | 0.962 |
P90 | 1.000 | 1.000 | 0.959 | 0.95 | 1.000 | 1.000 | 0.971 | 0.983 |
P95 | 1.000 | 1.000 | 0.969 | 0.962 | 1.000 | 1.000 | 0.978 | 0.989 |
Maximum | 1.000 | 1.000 | 0.996 | 0.992 | 1.000 | 1.000 | 0.997 | 0.992 |