Table 9: Confusion matrix for classification of the basic shapes of Arabic characters.
| Id |
Char |
Label |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
16 |
17 |
18 |
19 |
20 |
21 |
22 |
23 |
24 |
25 |
26 |
27 |
28 |
r% |
| 1 |
 |
Aa-I |
22 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
3 |
3 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
73% |
| 2 |
 |
Aa-E |
0 |
16 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
4 |
0 |
0 |
0 |
6 |
3 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
53% |
| 3 |
 |
Ba-I |
0 |
0 |
19 |
0 |
0 |
3 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
5 |
0 |
0 |
0 |
0 |
0 |
2 |
63% |
| 4 |
 |
Ba-B |
0 |
0 |
6 |
5 |
2 |
1 |
0 |
0 |
3 |
1 |
1 |
3 |
1 |
1 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
2 |
0 |
1 |
0 |
0 |
0 |
1 |
17% |
| 5 |
 |
Ba-M |
0 |
0 |
6 |
2 |
10 |
3 |
0 |
0 |
0 |
2 |
0 |
0 |
3 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
33% |
| 6 |
 |
Ba-E |
0 |
0 |
6 |
0 |
0 |
16 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
4 |
0 |
3 |
0 |
0 |
0 |
0 |
0 |
1 |
53% |
| 7 |
 |
Ha-B |
0 |
0 |
0 |
0 |
0 |
0 |
15 |
7 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
2 |
0 |
0 |
0 |
1 |
0 |
2 |
0 |
0 |
0 |
1 |
0 |
50% |
| 8 |
 |
Ha-M |
0 |
0 |
0 |
0 |
0 |
1 |
8 |
11 |
5 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
1 |
0 |
0 |
37% |
| 9 |
 |
Da-I |
0 |
0 |
1 |
0 |
0 |
0 |
2 |
3 |
19 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
2 |
0 |
2 |
0 |
0 |
0 |
0 |
63% |
| 10 |
 |
Da-E |
0 |
0 |
1 |
0 |
6 |
3 |
0 |
0 |
0 |
12 |
0 |
2 |
0 |
2 |
0 |
0 |
0 |
1 |
0 |
1 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
40% |
| 11 |
 |
Ra-I |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
24 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
80% |
| 12 |
|
Ra-E |
0 |
0 |
2 |
0 |
0 |
2 |
0 |
0 |
1 |
1 |
9 |
8 |
0 |
1 |
0 |
0 |
0 |
2 |
0 |
2 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
27% |
| 13 |
 |
Se-M |
0 |
0 |
4 |
1 |
1 |
2 |
0 |
0 |
0 |
2 |
0 |
0 |
17 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
57% |
| 14 |
 |
Ay-B |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
25 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
2 |
83% |
| 15 |
 |
Ay-M |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
13 |
2 |
6 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
5 |
0 |
43% |
| 16 |
 |
Fa-B |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
3 |
13 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
7 |
3 |
0 |
43% |
| 17 |
 |
Fa-M |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
6 |
1 |
15 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
5 |
0 |
50% |
| 18 |
 |
La-B |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
18 |
4 |
4 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
1 |
60% |
| 19 |
 |
La-M |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
23 |
6 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
77% |
| 20 |
 |
La-E |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
5 |
24 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
80% |
| 21 |
 |
Ma-B |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
3 |
2 |
1 |
0 |
0 |
18 |
0 |
0 |
0 |
0 |
4 |
0 |
2 |
60% |
| 22 |
 |
Na-I |
0 |
0 |
11 |
0 |
0 |
5 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
8 |
0 |
3 |
0 |
0 |
0 |
2 |
27% |
| 23 |
 |
He-B |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
22 |
7 |
0 |
0 |
0 |
0 |
73% |
| 24 |
 |
He-M |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
5 |
21 |
0 |
0 |
1 |
0 |
70% |
| 25 |
 |
He-E |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
2 |
27 |
0 |
0 |
0 |
90% |
| 26 |
 |
Wa-I |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
1 |
4 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
12 |
10 |
0 |
40% |
| 27 |
 |
Wa-E |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
1 |
1 |
4 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
13 |
10 |
0 |
33% |
| 28 |
 |
Ee-E |
0 |
0 |
2 |
0 |
0 |
12 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
0 |
0 |
0 |
11 |
37% |
|
|
Total |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
54% |