Table 7 The ANOVA results
Factor | Sum of squares | Degrees of freedom | Variance | Expected sum of squares | Percentage contribution (%) |
|---|---|---|---|---|---|
A: Optimizer | 148.0572 | 2 | 74.0286 | 148.0572 | 87.33 |
B: MiniBatchSize | 5.7544 | 2 | 2.8772 | 5.7544 | 3.39 |
C: IinitialLearnRate | 8.9246 | 2 | 4.4623 | 8.9246 | 5.26 |
D: LearnRateDropPeriod | 6.8096 | 2 | 3.4048 | 6.8096 | 4.02 |
Error | 0.0000 | 0 | 0 | 0 | |
ST | 169.5457 | 8 | 169.5457 | 100 |