Dataset | MSPE | Average time (in seconds) | ||||
---|---|---|---|---|---|---|
SESglmm | SESgee(CS) | SESgee(AR(1)) | SESglmm | SESgee(CS) | SESgee(AR(1)) | |
GDS5088 | 0.131 (0.000) | 0.189 (0.1) | 0.289 (0.018) | 1562.51 (230.53) | 1022.45 (217.99) | 933.14 (180.34) |
GDS4395 | 0.116 (0.007) | 0.156 (0.019) | 0.298 (0.028) | 21167.21 (26089.48) | 4862.15 (1724.89) | 5577.80 (1890.15) |
GDS4822 | 0.066 (0.000) | 0.055 (0.001) | 0.045 (0.004) | 1785.66 (321.92) | 2103.96 (490.74) | 1492.30 (205.03) |
GDS3326 | 0.062 (0.001) | 0.052 (0.000) | 0.063 (0.002) | 6617.09 (472.16) | 3167.78 (795.74) | 2348.69 (390.10) |
GDS3181 | 0.805 (0.096) | 0.458 (0.000) | 0.458 (0.00) | 1684.90 (206.26) | 1011.44 (152.59) | 748.18 (105.32) |
GDS4258 | 0.074 (0.000) | 0.149 (0.003) | 0.152 (0.002) | 4135.76 (506.15) | 2818.024 (418.97) | 2078.52 (462.30) |
GDS3915 | 0.527 (0.038) | 0.553 (0.01) | 0.439 (0.000) | 669.18 (63.93) | 511.82 (84.22) | 491.91 (108.64) |
GDS3432 | 0.057 (0.001) | 0.060 (0.008) | 0.038 (0.003) | 3275.22 (474.06) | 2213.11 (371.68) | 2104.05 (546.76) |
Average | 0.230 (0.280) | 0.209 (0.192) | 0.223 (0.172) | 5112.2 (6756.04) | 2378.56 (1566.36) | 1971.82 (1611.13) |