Table 3.
ANOVA of the DMC content’s anticipated regression analysis.
| Source | Sum of Squares | Degree of Freedom | Mean Square | F-Value | p-Value | Remark |
|---|---|---|---|---|---|---|
| Model | 54,540.17 | 9 | 6060.02 | 98.01 | <0.0001 | significant |
| X1-S-to-L Ratio | 20,402.00 | 1 | 20,402.00 | 329.95 | <0.0001 | significant |
| X2-Microwave Power | 1058.00 | 1 | 1058.00 | 17.11 | 0.0090 | significant |
| X3-Microwave Time | 26,680.50 | 1 | 26,680.50 | 431.49 | <0.0001 | significant |
| X1X2 | 25.00 | 1 | 25.00 | 0.4043 | 0.5528 | |
| X1X3 | 0.00 | 1 | 0.00 | 0.0000 | 1.0000 | |
| X2X3 | 324.00 | 1 | 324.00 | 5.24 | 0.0707 | |
| X1² | 0.4103 | 1 | 0.4103 | 0.0066 | 0.9382 | |
| X2² | 592.41 | 1 | 592.41 | 9.58 | 0.0270 | significant |
| X3² | 5146.26 | 1 | 5146.26 | 85.23 | 0.0003 | significant |
| Residual | 309.17 | 5 | 61.83 | |||
| Lack of Fit | 226.50 | 3 | 75.50 | 1.83 | 0.3729 | not significant |
| Pure Error | 82.67 | 2 | 41.33 | |||
| Cor Total | 54,849.33 | 14 | ||||
| R2 | 0.9944 | |||||
| R2 (adj) | 0.9842 | |||||
| R2(pred) | 0.9305 | |||||
| CV (%) | 0.6171 | |||||
| Standard Deviation |
7.86 |