Page 67 - Çevre Şehir İklim İngilizce - Sayı 4

Hacı Abdullah Uçan - Tayfun Dede - Sinan Nacar

Table 3. The coefficients of the models developed for number of flat variable using
linear, antilogarithm, exponential and quadratic functions
Antilogarithm Exponential Quadratic
Coefficients Linear (KRA_Lin)
(KRA_Üs) (KRA_Eks) (KRA_Kua)
w0 0.2238 0.2690 -0.0902 0.3731
w1 0.0696 0.1028 -1.0844 1.2254
w2 0.1750 0.1508 0.1408 -1.8826
w3 0.2069 -0.1142 0.4197 4.5466
w4 -0.3623 -0.2324 0.1306 -2.2260
w5 0.0772 0.2281 -0.8738 0.1282
w6 0.1974 0.4098
w7 4.4706

w8 -2.9981
w9 -1.6732

w10 7.8743
w11 0.5851
w12 6.7322

w13 -17.4932
w14 -14.5465

w15 6.2970
w16 -0.5071
w17 -2.3704

w18 9.2444
w19 5.2115

w20 -2.4945
The equations for the functions used can be obtained from Uçan, (2022).
The basic functions obtained from the MARS method and the equation
in which the number of flats variable is obtained are given in Table 4. The
equation used to achieve the variable number of flats is available in the last
row of the table. In addition, the relative importance of the independent
variables used in the equations achieved from the MARS and TreeNet
methods are also given in Table 5.

56 The Journal of Environment, Urban and Climate