Table 2 Statistical parameters for various models.
Model | SP | 35℃ | 45℃ | 55℃ | 65℃ | 75℃ |
---|---|---|---|---|---|---|
Logaritmic | \({R}^{2}\) | 0.98325 ± 0.01312 | 0.97789 ± 0.01423 | 0.98231 ± 0.01115 | 0.96885 ± 0.02234 | 0.94776 ± 0.03645 |
\({\chi }^{2}\) | 0.00215 ± 0.00035 | 0.00325 ± 0.00016 | 0.00256 ± 0.00024 | 0.00479 ± 0.00037 | 0.00884 ± 0.00018 | |
SSE | 0.06012 ± 0.03418 | 0.07815 ± 0.04529 | 0.04872 ± 0.04021 | 0.07676 ± 0.05140 | 0.13271 ± 0.05251 | |
RMSE | 0.24514 ± 0.02324 | 0.27954 ± 0.03735 | 0.22064 ± 0.04627 | 0.27704 ± 0.03246 | 0.36424 ± 0.02557 | |
Two-term Exponential | \({R}^{2}\) | 0.97326 ± 0.02613 | 0.97985 ± 0.02224 | 0.98705 ± 0.01416 | 0.98527 ± 0.01235 | 0.97335 ± 0.02146 |
\({\chi }^{2}\) | 0.00330 ± 0.00044 | 0.00284 ± 0.00035 | 0.00178 ± 0.00013 | 0.00213 ± 0.00026 | 0.00423 ± 0.00027 | |
SSE | 0.09569 ± 0.04119 | 0.07107 ± 0.03630 | 0.03558 ± 0.05122 | 0.03623 ± 0.03241 | 0.06763 ± 0.06152 | |
RMSE | 0.30930 ± 0.04125 | 0.26660 ± 0.06236 | 0.18860 ± 0.03228 | 0.19030 ± 0.05247 | 0.26010 ± 0.03158 | |
Newton | \({R}^{2}\) | 0.88335 ± 0.03314 | 0.89256 ± 0.03425 | 0.92280 ± 0.02117 | 0.91528 ± 0.03236 | 0.88701 ± 0.02647 |
\({\chi }^{2}\) | 0.01391 ± 0.00047 | 0.01458 ± 0.00028 | 0.01010 ± 0.00036 | 0.01158 ± 0.00049 | 0.01687 ± 0.00028 | |
SSE | 0.41742 ± 0.04420 | 0.37904 ± 0.05531 | 0.21211 ± 0.05023 | 0.20841 ± 0.06142 | 0.28672 ± 0.06253 | |
RMSE | 0.64610 ± 0.03326 | 0.61570 ± 0.04737 | 0.46060 ± 0.05629 | 0.45650 ± 0.04248 | 0.53550 ± 0.03559 | |
Cubic | \({R}^{2}\) | 0.99936 ± 0.00215 | 0.99839 ± 0.00126 | 0.99730 ± 0.00218 | 0.98984 ± 0.00537 | 0.97852 ± 0.00846 |
\({\chi }^{2}\) | 0.00009 ± 0.00002 | 0.00025 ± 0.00004 | 0.00041 ± 0.00007 | 0.00167 ± 0.00010 | 0.00389 ± 0.00011 | |
SSE | 0.00230 ± 0.00021 | 0.00568 ± 0.00032 | 0.00742 ± 0.00024 | 0.02500 ± 0.00043 | 0.05450 ± 0.00054 | |
RMSE | 0.04800 ± 0.00227 | 0.07540 ± 0.00336 | 0.08610 ± 0.00230 | 0.15810 ± 0.00349 | 0.23350 ± 0.00260 | |
Binomil | \({R}^{2}\) | 0.98340 ± 0.00416 | 0.98061 ± 0.00627 | 0.98825 ± 0.00219 | 0.98182 ± 0.00338 | 0.96690 ± 0.00249 |
\({\chi }^{2}\) | 0.00212 ± 0.00019 | 0.00285 ± 0.00010 | 0.00170 ± 0.00028 | 0.00280 ± 0.00011 | 0.00560 ± 0.00032 | |
SSE | 0.05939 ± 0.00422 | 0.06841 ± 0.00633 | 0.03227 ± 0.00425 | 0.04473 ± 0.00243 | 0.08398 ± 0.00652 | |
RMSE | 0.24370 ± 0.05128 | 0.26160 ± 0.06739 | 0.17960 ± 0.07631 | 0.21150 ± 0.06250 | 0.28980 ± 0.05561 |