ANA
BİLEŞENLERİN ÖZ VE VARYANS DEĞERLERİ |
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Eigenvalues |
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Function |
Eigenvalue |
% of Variance |
Cumulative % |
Canonical Correlation |
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1 |
1,589 |
73,5 |
73,5 |
0,783 |
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2 |
0,572 |
26,5 |
100 |
0,603 |
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a First 2 canonical discriminant functions
were used in the analysis. |
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Classification
Results |
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Predicted Group Membership |
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Total |
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BOLGE |
malatya |
ege |
kayseri |
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Original |
Count |
malatya |
24 |
5 |
1 |
30 |
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ege |
4 |
22 |
4 |
30 |
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kayseri |
1 |
4 |
25 |
30 |
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% |
malatya |
80 |
16,7 |
3,3 |
100 |
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ege |
13,3 |
73,3 |
13,3 |
100 |
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kayseri |
3,3 |
13,3 |
83,3 |
100 |
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Cross-validated |
Count |
malatya |
22 |
6 |
2 |
30 |
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ege |
7 |
18 |
5 |
30 |
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kayseri |
1 |
7 |
22 |
30 |
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% |
malatya |
73,3 |
20 |
6,7 |
100 |
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ege |
23,3 |
60 |
16,7 |
100 |
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kayseri |
3,3 |
23,3 |
73,3 |
100 |
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a Cross validation is
done only for those cases in the analysis. In cross validation, each case is
classified by the functions derived from all cases other than that case. |
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b 78,9% of original grouped cases correctly
classified. |
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c 68,9% of cross-validated grouped cases
correctly classified. |
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ANOVA |
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Multiple
Comparisons |
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Dependent Variable: TOPLAM |
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Tukey
HSD |
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Mean Difference (I-J) |
Std. Error |
Sig. |
95% Confidence Interval |
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(I) BOLGE |
(J) BOLGE |
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Lower Bound |
Upper Bound |
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malatya |
ege |
-63,2117 |
14,51766 |
0 |
-97,8288 |
-28,5947 |
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kayseri |
6,3473 |
14,51766 |
0,9 |
-28,2697 |
40,9644 |
ege |
malatya |
63,2117 |
14,51766 |
0 |
28,5947 |
97,8288 |
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kayseri |
69,5591 |
14,51766 |
0 |
34,942 |
104,1761 |
kayseri |
malatya |
-6,3473 |
14,51766 |
0,9 |
-40,9644 |
28,2697 |
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ege |
-69,5591 |
14,51766 |
0 |
-104,1761 |
-34,942 |
* The mean difference is significant at the
.05 level. |
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STEPWISE
DİSKRİMİNANT ANALİZİ (F 3,84 ENTRY 2,71 REMOVAL) |
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Variables
Entered/Removed |
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Entered |
Wilks' Lambda |
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Statistic |
df1 |
df2 |
df3 |
Exact F |
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Step |
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Statistic |
df1 |
df2 |
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1 |
FLEG1 |
0,718598562 |
1 |
2 |
87 |
17,034494 |
2 |
87 |
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2 |
WINGLENG |
0,485050493 |
2 |
2 |
87 |
18,741188 |
4 |
172 |
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3 |
HINDWING |
0,43854863 |
3 |
2 |
87 |
14,451396 |
6 |
170 |
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At each step, the
variable that minimizes the overall Wilks' Lambda is entered. |
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a |
Maximum number of steps is 34. |
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b |
Minimum partial F to enter is 3.84. |
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c |
Maximum partial F to remove is 2.71. |
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d |
F level, tolerance, or VIN insufficient for further
computation. |
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Variables in the
Analysis |
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Step |
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Tolerance |
F to Remove |
Wilks' Lambda |
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1 |
FLEG1 |
1 |
17,03449354 |
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2 |
FLEG1 |
0,678996913 |
28,13967254 |
0,8024729 |
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WINGLENG |
0,678996913 |
20,70416819 |
0,7185986 |
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3 |
FLEG1 |
0,678737369 |
27,15263661 |
0,718731 |
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WINGLENG |
0,308154195 |
9,173472424 |
0,5332078 |
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HINDWING |
0,365346038 |
4,506522263 |
0,4850505 |
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Wilks' Lambda |
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Number of Variables |
Lambda |
df1 |
df2 |
df3 |
Exact F |
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Step |
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Statistic |
df1 |
df2 |
Sig. |
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1 |
1 |
0,718598562 |
1 |
2 |
87 |
17,034494 |
2 |
87 |
5,72E-07 |
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2 |
2 |
0,485050493 |
2 |
2 |
87 |
18,741188 |
4 |
172 |
8,35E-13 |
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3 |
3 |
0,43854863 |
3 |
2 |
87 |
14,451396 |
6 |
170 |
2,73E-13 |
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Eigenvalues |
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Function |
Eigenvalue |
% of Variance |
Cumulative % |
Canonical Correlation |
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1 |
0,746171262 |
70,9269656 |
70,9269656 |
0,653696 |
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2 |
0,305856349 |
29,0730344 |
100 |
0,4839618 |
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a |
First 2 canonical discriminant functions were used
in the analysis. |
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Wilks' Lambda |
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Test of
Function(s) |
Wilks' Lambda |
Chi-square |
df |
Sig. |
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1 through
2 |
0,43854863 |
70,88847326 |
6 |
2,687E-13 |
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2 |
0,765781014 |
22,94987675 |
2 |
1,039E-05 |
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Classification
Function Coefficients |
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BOLGE |
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malatya |
ege |
kayseri |
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WINGLENG |
1,025394688 |
0,959509928 |
0,840592396 |
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HINDWING |
1,048860913 |
1,214857938 |
1,15162161 |
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FLEG1 |
0,085405741 |
0,264008511 |
0,530438079 |
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(Constant) |
-230,476112 |
-253,8143657 |
-229,4721253 |
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Fisher's linear
discriminant functions |
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Classification
Results |
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Predicted Group Membership |
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Total |
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BOLGE |
malatya |
ege |
kayseri |
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Original |
Count |
malatya |
23 |
4 |
3 |
30 |
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ege |
6 |
20 |
4 |
30 |
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kayseri |
1 |
4 |
25 |
30 |
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% |
malatya |
76,66666667 |
13,333333 |
10 |
100 |
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ege |
20 |
66,666667 |
13,3333333 |
100 |
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kayseri |
3,333333333 |
13,333333 |
83,3333333 |
100 |
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Cross-validated |
Count |
malatya |
22 |
4 |
4 |
30 |
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ege |
6 |
19 |
5 |
30 |
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kayseri |
2 |
4 |
24 |
30 |
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% |
malatya |
73,33333333 |
13,333333 |
13,3333333 |
100 |
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ege |
20 |
63,333333 |
16,6666667 |
100 |
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kayseri |
6,666666667 |
13,333333 |
80 |
100 |
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a |
Cross validation is
done only for those cases in the analysis. In cross validation, each case is
classified by the functions derived from all cases other than that case. |
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b |
75,6% of original grouped cases correctly
classified. |
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c |
72,2% of cross-validated grouped cases correctly
classified. |
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STEPWISE
DİSKRİMİNANT ANALİZİ (F 0,05 ENTRY 0,1 REMOVAL) |
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Variables
Entered/Removed |
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Entered |
Removed |
Wilks' Lambda |
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Statistic |
df1 |
df2 |
df3 |
Exact F |
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Step |
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Statistic |
df1 |
df2 |
Sig. |
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1 |
FLEG1 |
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0,718598562 |
1 |
2 |
87 |
17,03449 |
2 |
87 |
5,72E-07 |
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2 |
WINGLENG |
|
0,485050493 |
2 |
2 |
87 |
18,74119 |
4 |
172 |
8,35E-13 |
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3 |
HINDWING |
|
0,43854863 |
3 |
2 |
87 |
14,4514 |
6 |
170 |
2,73E-13 |
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4 |
HLEG4 |
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0,402112745 |
4 |
2 |
87 |
12,11657 |
8 |
168 |
1,33E-13 |
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5 |
MLEG1 |
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0,372179468 |
5 |
2 |
87 |
10,61021 |
10 |
166 |
8,52E-14 |
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6 |
FLEG2 |
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0,345662316 |
6 |
2 |
87 |
9,57871 |
12 |
164 |
5,83E-14 |
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7 |
WCUB |
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0,318459751 |
7 |
2 |
87 |
8,933568 |
14 |
162 |
2,85E-14 |
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8 |
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WINGLENG |
0,332183411 |
6 |
2 |
87 |
10,04563 |
12 |
164 |
1,3E-14 |
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At each step, the
variable that minimizes the overall Wilks' Lambda is entered. |
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a |
Maximum number of steps is 34. |
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b |
Maximum significance of F to enter is .05. |
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c |
Minimum significance of F to remove is .10. |
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d |
F level, tolerance, or VIN insufficient for further
computation. |
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Wilks' Lambda |
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Number of Variables |
Lambda |
df1 |
df2 |
df3 |
Exact F |
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Step |
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Statistic |
df1 |
df2 |
Sig. |
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1 |
1 |
0,718598562 |
1 |
2 |
87 |
17,034494 |
2 |
87 |
5,72E-07 |
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2 |
2 |
0,485050493 |
2 |
2 |
87 |
18,741188 |
4 |
172 |
8,35E-13 |
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3 |
3 |
0,43854863 |
3 |
2 |
87 |
14,451396 |
6 |
170 |
2,73E-13 |
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4 |
4 |
0,402112745 |
4 |
2 |
87 |
12,116572 |
8 |
168 |
1,33E-13 |
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5 |
5 |
0,372179468 |
5 |
2 |
87 |
10,610209 |
10 |
166 |
8,52E-14 |
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6 |
6 |
0,345662316 |
6 |
2 |
87 |
9,5787098 |
12 |
164 |
5,83E-14 |
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7 |
7 |
0,318459751 |
7 |
2 |
87 |
8,9335681 |
14 |
162 |
2,85E-14 |
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8 |
6 |
0,332183411 |
6 |
2 |
87 |
10,045631 |
12 |
164 |
1,3E-14 |
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Eigenvalues |
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Function |
Eigenvalue |
% of Variance |
Cumulative % |
Canonical Correlation |
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1 |
1,194928834 |
76,28274107 |
76,28274107 |
0,7378376 |
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2 |
0,37151833 |
23,71725893 |
100 |
0,5204623 |
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a |
First 2 canonical discriminant functions were used
in the analysis. |
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Wilks' Lambda |
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Test of
Function(s) |
Wilks' Lambda |
Chi-square |
df |
Sig. |
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1 through
2 |
0,332183411 |
93,12474771 |
12 |
1,223E-14 |
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2 |
0,729118947 |
26,69510447 |
5 |
6,539E-05 |
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Standardized
Canonical Discriminant Function Coefficients |
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Function |
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1 |
2 |
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WCUB |
0,577515455 |
-0,053581519 |
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HINDWING |
-0,320606939 |
0,971532131 |
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FLEG1 |
-1,059788672 |
-0,18979531 |
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FLEG2 |
0,548990264 |
-0,109579618 |
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MLEG1 |
-0,312188955 |
0,378993972 |
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HLEG4 |
0,623071843 |
0,060961399 |
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Structure Matrix |
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Function |
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1 |
2 |
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FLEG1 |
-0,556958903 |
0,237334618 |
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HINDWING |
-0,055623155 |
0,90663887 |
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WINGLENG |
-0,040946277 |
0,725462365 |
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HLEG1 |
-0,03310519 |
0,618185414 |
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HLEG2 |
0,027239821 |
0,614406452 |
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WINGWIEG |
-0,014961922 |
0,577449325 |
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HLEG3 |
0,133027982 |
0,56035076 |
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MLEG2 |
0,024676819 |
0,557261245 |
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MLEG1 |
-0,138359018 |
0,524974619 |
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FLEG3 |
-0,24476504 |
0,475462636 |
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ANTEN2 |
0,061467196 |
0,472444575 |
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HLEG4 |
0,317086361 |
0,435456228 |
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MLEG3 |
0,004271698 |
0,426116701 |
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WCUB |
0,18815847 |
0,413166533 |
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FLEG2 |
0,077381935 |
0,357310448 |
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MLEG4 |
-0,083465083 |
0,206400485 |
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ANTEN |
0,127415773 |
0,170152654 |
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Pooled within-groups correlations between discriminating
variables and standardized canonical discriminant functions |
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Variables ordered by
absolute size of correlation within function. |
* |
Largest absolute correlation between each variable
and any discriminant function |
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a |
This variable not used in the analysis. |
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Canonical
Discriminant Function Coefficients |
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Function |
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1 |
2 |
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WCUB |
0,258786368 |
-0,024010036 |
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HINDWING |
-0,037088962 |
0,112390327 |
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FLEG1 |
-0,196992293 |
-0,035278933 |
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FLEG2 |
0,14934115 |
-0,02980881 |
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MLEG1 |
-0,073975688 |
0,089805674 |
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HLEG4 |
0,140036051 |
0,013701138 |
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(Constant) |
2,80878759 |
-22,9277581 |
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Unstandardized
coefficients |
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Classification
Function Coefficients |
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BOLGE |
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malatya |
ege |
kayseri |
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WCUB |
0,207219681 |
-0,205330173 |
-0,469578025 |
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HINDWING |
1,541281403 |
1,732605509 |
1,62643057 |
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FLEG1 |
0,252978015 |
0,502033488 |
0,773991595 |
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FLEG2 |
0,518838116 |
0,261405457 |
0,130004793 |
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MLEG1 |
3,156868778 |
3,375440036 |
3,341315273 |
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HLEG4 |
1,182262428 |
0,991410693 |
0,813126501 |
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(Constant) |
-314,3240831 |
-345,6645346 |
-319,102827 |
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Fisher's linear
discriminant functions |
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Classification
Results |
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Predicted Group Membership |
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Total |
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BOLGE |
malatya |
ege |
kayseri |
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Original |
Count |
malatya |
20 |
8 |
2 |
30 |
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ege |
6 |
18 |
6 |
30 |
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kayseri |
2 |
6 |
22 |
30 |
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% |
malatya |
66,66666667 |
26,666667 |
6,66666667 |
100 |
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ege |
20 |
60 |
20 |
100 |
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kayseri |
6,666666667 |
20 |
73,3333333 |
100 |
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Cross-validated |
Count |
malatya |
20 |
8 |
2 |
30 |
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ege |
6 |
17 |
7 |
30 |
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kayseri |
2 |
6 |
22 |
30 |
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% |
malatya |
66,66666667 |
26,666667 |
6,66666667 |
100 |
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ege |
20 |
56,666667 |
23,3333333 |
100 |
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kayseri |
6,666666667 |
20 |
73,3333333 |
100 |
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a |
Cross validation is
done only for those cases in the analysis. In cross validation, each case is
classified by the functions derived from all cases other than that case. |
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b |
66,7% of original grouped cases correctly
classified. |
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c |
65,6% of cross-validated grouped cases correctly
classified. |
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