Page 75 - Çevre Şehir İklim İngilizce - Sayı 4

Hacı Abdullah Uçan - Tayfun Dede - Sinan Nacar

45000 45000
y = 0,7615x + 5230,7 y = 0,8893x + 1993,9
R² = 0,8662 R² = 0,9575
30000 30000
ANN_5 TreeNet

15000 15000

0 0
0 15000 30000 45000 0 15000 30000 45000
The actual number of licenses The actual number of licenses
(a)

45000 45000
y = 0,4202x + 10987 y = 0,3913x + 11950
R² = 0,4907 R² = 0,5046
30000 30000
TreeNet ANN_5

15000 15000

0 0
0 15000 30000 45000 0 15000 30000 45000
The actual number of licenses The actual number of licenses

(b)

45000 45000
y = 0,7659x + 4036,1 y = 0,8001x + 3621,5
R² = 0,7635 R² = 0,7703
30000 30000
ANN_5 TreeNet

15000 15000

0 0
0 15000 30000 45000 0 15000 30000 45000
The actual number of licenses The actual number of licenses

(c)
Figure 6. Scatter graphs prepared for (a) training, (b) verification and (c) test data sets of
actual number of licenses and number of licenses estimatedusing TreeNet and ANN models

64 The Journal of Environment, Urban and Climate