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