Table 2.
Performance evaluation for all classes.
| Classes | True positive |
False positive |
False negative |
True negative |
Precision | Sensitivity | Specificity | Accuracy | F-measure |
|---|---|---|---|---|---|---|---|---|---|
| classes_ 1 {அ} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 2 {ஆ} | 23 | 1 | 7 | 3089 | 0.95 | 0.76 | 0.99 | 0.99 | 0.85 |
| classes_ 3 {இ} | 22 | 0 | 8 | 3090 | 1.00 | 0.73 | 1.00 | 0.99 | 0.84 |
| classes_ 4 {ஈ} | 27 | 6 | 3 | 3084 | 0.81 | 0.90 | 0.99 | 0.99 | 0.85 |
| classes_ 5 {உ} | 30 | 3 | 0 | 3087 | 0.90 | 1.00 | 0.99 | 0.99 | 0.95 |
| classes_ 6 {ஊ} | 29 | 6 | 1 | 3084 | 0.82 | 0.96 | 0.99 | 0.99 | 0.89 |
| classes_ 7 {எ} | 30 | 6 | 0 | 3084 | 0.83 | 1.00 | 0.99 | 0.99 | 0.90 |
| classes_ 8 {ஏ} | 27 | 2 | 3 | 3088 | 0.93 | 0.90 | 0.99 | 0.99 | 0.91 |
| classes_ 9 {ஐ} | 27 | 4 | 3 | 3086 | 0.87 | 0.90 | 0.99 | 0.99 | 0.88 |
| classes_ 10 {ஒ} | 28 | 3 | 2 | 3087 | 0.90 | 0.93 | 0.99 | 0.99 | 0.91 |
| classes_ 11 {ஓ} | 28 | 0 | 2 | 3090 | 1.00 | 0.93 | 1.00 | 0.99 | 0.96 |
| classes_ 12 {க} | 29 | 6 | 1 | 3084 | 0.82 | 0.96 | 0.99 | 0.99 | 0.89 |
| classes_ 13 {ங} | 30 | 1 | 0 | 3089 | 0.96 | 1.00 | 0.99 | 0.99 | 0.98 |
| classes_ 14 {ச} | 29 | 8 | 1 | 3082 | 0.78 | 0.96 | 0.99 | 0.99 | 0.86 |
| classes_ 15 {ஞ} | 29 | 3 | 1 | 3087 | 0.90 | 0.96 | 0.99 | 0.99 | 0.93 |
| classes_ 16 {ட} | 26 | 1 | 4 | 3089 | 0.96 | 0.86 | 0.99 | 0.99 | 0.91 |
| classes_ 17 {ண} | 28 | 5 | 2 | 3085 | 0.84 | 0.93 | 0.99 | 0.99 | 0.88 |
| classes_ 18 {த} | 30 | 1 | 0 | 3089 | 0.96 | 1.00 | 0.99 | 0.99 | 0.98 |
| classes_ 19 {ந} | 29 | 2 | 1 | 3088 | 0.93 | 0.96 | 0.99 | 0.99 | 0.95 |
| classes_ 20 {ப} | 29 | 1 | 1 | 3089 | 0.96 | 0.96 | 0.99 | 0.99 | 0.96 |
| classes_ 21 {ம} | 30 | 1 | 0 | 3089 | 0.96 | 1.00 | 0.99 | 0.99 | 0.98 |
| classes_ 22 {ய} | 28 | 1 | 2 | 3089 | 0.96 | 0.93 | 0.99 | 0.99 | 0.94 |
| classes_ 23 {ர} | 28 | 5 | 2 | 3085 | 0.84 | 0.93 | 0.99 | 0.99 | 0.88 |
| classes_ 24 {ல} | 19 | 3 | 11 | 3087 | 0.86 | 0.63 | 0.99 | 0.99 | 0.73 |
| classes_ 25 {வ} | 28 | 6 | 2 | 3084 | 0.82 | 0.93 | 0.99 | 0.99 | 0.87 |
| classes_ 26 {ழ} | 30 | 7 | 0 | 3083 | 0.81 | 1.00 | 0.99 | 0.99 | 0.89 |
| classes_ 27 {ள} | 23 | 1 | 7 | 3089 | 0.95 | 0.76 | 0.99 | 0.99 | 0.85 |
| classes_ 28 {ற} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 29 {ன} | 27 | 2 | 3 | 3088 | 0.93 | 0.90 | 0.99 | 0.99 | 0.91 |
| classes_ 30 {கி} | 27 | 2 | 3 | 3088 | 0.93 | 0.90 | 0.99 | 0.99 | 0.91 |
| classes_ 31 {ஙி} | 30 | 2 | 0 | 3088 | 0.93 | 1.00 | 0.99 | 0.99 | 0.96 |
| classes_ 32 {சி} | 26 | 4 | 4 | 3086 | 0.86 | 0.86 | 0.99 | 0.99 | 0.86 |
| classes_ 33 {ஞி} | 29 | 9 | 1 | 3081 | 0.76 | 0.96 | 0.99 | 0.99 | 0.85 |
| classes_ 34 {டி} | 28 | 3 | 2 | 3087 | 0.90 | 0.93 | 0.99 | 0.99 | 0.91 |
| classes_ 35 {ணி} | 25 | 0 | 5 | 3090 | 1.00 | 0.83 | 1.00 | 0.99 | 0.90 |
| classes_ 36 {தி} | 18 | 0 | 12 | 3090 | 1.00 | 0.60 | 1.00 | 0.99 | 0.75 |
| classes_ 37 {நி} | 29 | 4 | 1 | 3086 | 0.87 | 0.96 | 0.99 | 0.99 | 0.92 |
| classes_ 38 {பி} | 28 | 0 | 2 | 3090 | 1.00 | 0.93 | 1.00 | 0.99 | 0.96 |
| classes_ 39 {மி} | 30 | 2 | 0 | 3088 | 0.93 | 1.00 | 0.99 | 0.99 | 0.96 |
| classes_ 40 {யி} | 30 | 0 | 0 | 3090 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| classes_ 41 {ரி} | 30 | 10 | 0 | 3080 | 0.75 | 1.00 | 0.99 | 0.99 | 0.85 |
| classes_ 42 {லி} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 43 {வி} | 28 | 1 | 2 | 3089 | 0.96 | 0.93 | 0.99 | 0.99 | 0.94 |
| classes_ 44 {ழி} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 45 {ளி} | 29 | 8 | 1 | 3082 | 0.78 | 0.96 | 0.99 | 0.99 | 0.86 |
| classes_ 46 {றி} | 29 | 4 | 1 | 3086 | 0.87 | 0.96 | 0.99 | 0.99 | 0.92 |
| classes_ 47 {னி} | 25 | 5 | 5 | 3085 | 0.83 | 0.83 | 0.99 | 0.99 | 0.83 |
| classes_ 48 {கீ} | 26 | 0 | 4 | 3090 | 1.00 | 0.86 | 1.00 | 0.99 | 0.92 |
| classes_ 49 {ஙீ} | 28 | 0 | 2 | 3090 | 1.00 | 0.93 | 1.00 | 0.99 | 0.96 |
| classes_ 50 {சீ} | 28 | 0 | 2 | 3090 | 1.00 | 0.93 | 1.00 | 0.99 | 0.96 |
| classes_ 51 {ஞீ} | 29 | 1 | 1 | 3089 | 0.96 | 0.96 | 0.99 | 0.99 | 0.96 |
| classes_ 52 {டீ} | 30 | 11 | 0 | 3079 | 0.73 | 1.00 | 0.99 | 0.99 | 0.84 |
| classes_ 53 {ணீ} | 28 | 3 | 2 | 3087 | 0.90 | 0.93 | 0.99 | 0.99 | 0.91 |
| classes_ 54 {தீ} | 26 | 1 | 4 | 3089 | 0.96 | 0.86 | 0.99 | 0.99 | 0.91 |
| classes_ 55 {நீ} | 29 | 1 | 1 | 3089 | 0.96 | 0.96 | 0.99 | 0.99 | 0.96 |
| classes_ 56 {பீ} | 24 | 0 | 6 | 3090 | 1.00 | 0.80 | 1.00 | 0.99 | 0.88 |
| classes_ 57 {மீ} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 58 {யீ} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 59 {ரீ} | 30 | 0 | 0 | 3090 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| classes_ 60 {லீ} | 30 | 2 | 0 | 3088 | 0.93 | 1.00 | 0.99 | 0.99 | 0.96 |
| classes_ 61 {வீ} | 24 | 0 | 6 | 3090 | 1.00 | 0.80 | 1.00 | 0.99 | 0.88 |
| classes_ 62 {ழீ} | 30 | 0 | 0 | 3090 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| classes_ 63 {ளீ} | 30 | 4 | 0 | 3086 | 0.88 | 1.00 | 0.99 | 0.99 | 0.93 |
| classes_ 64 {றீ} | 28 | 1 | 2 | 3089 | 0.96 | 0.93 | 0.99 | 0.99 | 0.94 |
| classes_ 65 {னீ} | 28 | 1 | 2 | 3089 | 0.96 | 0.93 | 0.99 | 0.99 | 0.94 |
| classes_ 66 {கு} | 30 | 0 | 0 | 3090 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| classes_ 67 {ஙு} | 30 | 2 | 0 | 3088 | 0.93 | 1.00 | 0.99 | 0.99 | 0.96 |
| classes_ 68 {சு} | 25 | 6 | 5 | 3084 | 0.80 | 0.83 | 0.99 | 0.99 | 0.81 |
| classes_ 69 {ஞு} | 27 | 2 | 3 | 3088 | 0.93 | 0.90 | 0.99 | 0.99 | 0.91 |
| classes_ 70 {டு} | 28 | 1 | 2 | 3089 | 0.96 | 0.93 | 0.99 | 0.99 | 0.94 |
| classes_ 71 {ணு} | 26 | 0 | 4 | 3090 | 1.00 | 0.86 | 1.00 | 0.99 | 0.92 |
| classes_ 72 {து} | 28 | 0 | 2 | 3090 | 1.00 | 0.93 | 1.00 | 0.99 | 0.96 |
| classes_ 73 {நு} | 27 | 1 | 3 | 3089 | 0.96 | 0.90 | 0.99 | 0.99 | 0.93 |
| classes_ 74 {பு} | 23 | 1 | 7 | 3089 | 0.95 | 0.76 | 0.99 | 0.99 | 0.85 |
| classes_ 75 {மு} | 30 | 3 | 0 | 3087 | 0.90 | 1.00 | 0.99 | 0.99 | 0.95 |
| classes_ 76 {யு} | 21 | 1 | 9 | 3089 | 0.95 | 0.70 | 0.99 | 0.99 | 0.80 |
| classes_ 77 {ரு} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 78 {லு} | 29 | 3 | 1 | 3087 | 0.90 | 0.96 | 0.99 | 0.99 | 0.93 |
| classes_ 79 {வு} | 30 | 0 | 0 | 3090 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| classes_ 80 {ழு} | 30 | 16 | 0 | 3074 | 0.65 | 1.00 | 0.99 | 0.99 | 0.78 |
| classes_ 81 {ளு} | 28 | 1 | 2 | 3089 | 0.96 | 0.93 | 0.99 | 0.99 | 0.94 |
| classes_ 82 {று} | 30 | 2 | 0 | 3088 | 0.93 | 1.00 | 0.99 | 0.99 | 0.96 |
| classes_ 83 {னு} | 27 | 0 | 3 | 3090 | 1.00 | 0.90 | 1.00 | 0.99 | 0.94 |
| classes_ 84 {கூ} | 24 | 3 | 6 | 3087 | 0.88 | 0.80 | 0.99 | 0.99 | 0.84 |
| classes_ 85 {ஙூ} | 18 | 1 | 12 | 3089 | 0.94 | 0.60 | 0.99 | 0.99 | 0.73 |
| classes_ 86 {சூ} | 30 | 11 | 0 | 3079 | 0.73 | 1.00 | 0.99 | 0.99 | 0.84 |
| classes_ 87 {ஞூ} | 26 | 9 | 4 | 3081 | 0.74 | 0.86 | 0.99 | 0.99 | 0.80 |
| classes_ 88 {டூ} | 29 | 0 | 1 | 3090 | 1.00 | 0.96 | 1.00 | 0.99 | 0.98 |
| classes_ 89 {ணூ} | 28 | 2 | 2 | 3088 | 0.93 | 0.93 | 0.99 | 0.99 | 0.93 |
| classes_ 90 {தூ} | 24 | 0 | 6 | 3090 | 1.00 | 0.80 | 1.00 | 0.99 | 0.88 |
| classes_ 91 {நூ} | 26 | 2 | 4 | 3088 | 0.92 | 0.86 | 0.99 | 0.99 | 0.89 |
| classes_ 92 {பூ} | 29 | 2 | 1 | 3088 | 0.93 | 0.96 | 0.99 | 0.99 | 0.95 |
| classes_ 93 {மூ} | 21 | 0 | 9 | 3090 | 1.00 | 0.70 | 1.00 | 0.99 | 0.82 |
| classes_ 94 {யூ} | 28 | 0 | 2 | 3090 | 1.00 | 0.93 | 1.00 | 0.99 | 0.96 |
| classes_ 95 {ரூ} | 27 | 0 | 3 | 3090 | 1.00 | 0.90 | 1.00 | 0.99 | 0.94 |
| classes_ 96 {லூ} | 28 | 8 | 2 | 3082 | 0.77 | 0.93 | 0.99 | 0.99 | 0.84 |
| classes_ 97 {வூ} | 29 | 4 | 1 | 3086 | 0.87 | 0.96 | 0.99 | 0.99 | 0.92 |
| classes_ 98 {ழூ} | 29 | 6 | 1 | 3084 | 0.82 | 0.96 | 0.99 | 0.99 | 0.89 |
| classes_ 99 {ளூ} | 28 | 0 | 2 | 3090 | 1.00 | 0.93 | 1.00 | 0.99 | 0.96 |
| classes_100 {றூ} | 26 | 1 | 4 | 3089 | 0.96 | 0.86 | 0.99 | 0.99 | 0.91 |
| classes_101 {னூ} | 28 | 4 | 2 | 3086 | 0.87 | 0.93 | 0.99 | 0.99 | 0.90 |
classes_102 { } |
24 | 1 | 6 | 3089 | 0.96 | 0.80 | 0.99 | 0.99 | 0.87 |
classes_103 { } |
22 | 3 | 8 | 3087 | 0.88 | 0.73 | 0.99 | 0.99 | 0.80 |
classes_104 { } |
25 | 7 | 5 | 3083 | 0.78 | 0.83 | 0.99 | 0.99 | 0.80 |
| macroAVG | 27.43 | 2.56 | 2.5673 | 3087.43 | 0.92 | 0.91 | 0.99 | 0.99 | 0.91 |
| microAVG | 27.43 | 2.56 | 2.5673 | 3087.43 | 0.91 | 0.91 | 0.99 | 0.99 | 0.91 |