Relative Ratio (%) | Models | Square Pharmaceuticals Limited | AB Bank Limited | Bangladesh Lamps Limited | |||
Testing MAPE (%) | Testing rRMSE (%) | Testing MAPE (%) | Testing rRMSE (%) | Testing MAPE (%) | Testing rRMSE (%) | ||
60 | PCA-ICA-SVR | 1.85 | 18.82 | 4.89 | 6.37 | 3.40 | 18.61 |
ICA-SVR | 2.47 | 30.11 | 6.03 | 98.82 | 3.80 | 80.78 | |
PCA-SVR | 2.18 | 40.26 | 6.31 | 19.08 | 3.84 | 47.00 | |
Single SVR | 2.16 | 43.84 | 5.98 | 43.85 | 3.86 | 70.36 | |
70 | PCA-ICA-SVR | 1.70 | 14.70 | 4.66 | 20.16 | 3.35 | 43.68 |
ICA-SVR | 2.23 | 28.98 | 5.46 | 74.01 | 4.05 | 83.90 | |
PCA-SVR | 1.95 | 23.11 | 6.22 | 58.53 | 3.69 | 57.15 | |
Single SVR | 1.98 | 33.97 | 5.67 | 64.36 | 3.70 | 61.46 | |
80 | PCA-ICA-SVR | 1.71 | 12.39 | 4.91 | 8.09 | 3.40 | 3.15 |
ICA-SVR | 2.24 | 20.47 | 5.31 | 59.13 | 3.74 | 60.91 | |
PCA-SVR | 1.99 | 20.59 | 6.40 | 10.37 | 3.75 | 22.60 | |
Single SVR | 2.07 | 31.60 | 5.31 | 27.02 | 3.59 | 34.10 | |
90 | PCA-ICA-SVR | 2.04 | 5.08 | 5.17 | 1.59 | 3.28 | 8.88 |
ICA-SVR | 2.62 | 16.39 | 5.96 | 50.03 | 3.56 | 42.74 | |
PCA-SVR | 2.13 | 12.25 | 6.57 | 4.59 | 3.71 | 17.08 | |
Single SVR | 2.19 | 19.31 | 5.77 | 26.61 | 3.70 | 35.25 |