Dataset Size

Training Performance

Validation Performance

Training Regression coefficient

Validation Regression coefficient

Test Performance

Test Regression coefficient

Stopping Criteria

#Epochs

Best Epoch

30

42.13

68.15

0.94

0.96

45.49

0.92

Validation

8

2

40

15.91

91.37

0.99

0.81

47.73

0.94

Validation

8

2

50

14.54

108.62

0.98

0.85

35.85

0.94

Validation

11

5

60

25.87

15.17

0.96

0.97

24.79

0.96

Validation

11

5

100

21.77

18.57

0.97

0.97

24.55

0.96

Validation

11

5

150

20.06

17.45

0.97

0.97

20.66

0.96

Validation

11

5

200

18.82

15.28

0.97

0.97

19.14

0.97

Validation

13

7

250

19.68

40.41

0.97

0.93

20.73

0.96

Validation

9

3

300

17.4

25.72

0.97

0.96

19

0.97

Validation

10

4