The classification result by SGF method on the entire Brodatz set

The leave-one-out Procedure for the Testing

The Brodatz set contains 112 different textures. Each texture image in the set the divided into 4*4=16 sub-images. During the test, we pick out one sub-image for each texture to be the test-set, while all remainings constitute the training set.

The Correct-Classificaiton-Result by SGF method

The correct-classificaiton-rate = 88.68%

Detailed Classification Result

The following data shows which sub-image of a texture is classified to which texture.

[0] D1.BMP: 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100.00%
[1] D2.BMP: 6 1 4 1 1 1 1 1 1 1 1 1 95 1 1 1 81.25%
[2] D3.BMP: 95 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 93.75%
[3] D4.BMP: 3 3 78 3 3 3 78 3 3 3 3 3 3 3 81 3 81.25%
[4] D5.BMP: 4 4 4 4 26 4 4 4 4 4 4 25 4 4 4 4 87.50%
[5] D6.BMP: 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 100.00%
[6] D7.BMP: 58 6 1 6 6 6 58 6 58 6 6 58 58 6 6 58 56.25%
[7] D8.BMP: 7 7 7 50 7 7 7 7 7 7 7 7 7 7 7 7 93.75%
[8] D9.BMP: 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 90 93.75%
[9] D10.BMP: 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 100.00%
[10] D11.BMP: 10 10 10 10 90 10 10 10 10 10 10 10 10 10 10 10 93.75%
[11] D12.BMP: 11 11 12 11 11 11 11 11 11 11 11 11 11 11 12 11 87.50%
[12] D13.BMP: 4 85 56 12 12 12 11 11 70 12 95 11 12 1 12 11 37.50%
[13] D15.BMP: 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 13 100.00%
[14] D16.BMP: 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 14 100.00%
[15] D17.BMP: 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 15 100.00%
[16] D18.BMP: 16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 16 100.00%
[17] D19.BMP: 1 17 17 17 17 17 17 17 17 17 17 17 71 17 17 17 87.50%
[18] D20.BMP: 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 100.00%
[19] D21.BMP: 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 19 100.00%
[20] D22.BMP: 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 100.00%
[21] D23.BMP: 25 21 21 21 25 21 28 21 29 25 21 25 97 21 21 21 56.25%
[22] D24.BMP: 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 22 100.00%
[23] D25.BMP: 30 30 23 23 23 23 23 23 23 23 23 23 105 105 23 23 75.00%
[24] D26.BMP: 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 100.00%
[25] D27.BMP: 25 25 25 59 25 25 25 25 28 25 21 96 25 25 25 25 75.00%
[26] D28.BMP: 26 26 26 26 26 26 26 26 26 26 26 26 71 26 26 26 93.75%
[27] D29.BMP: 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 27 100.00%
[28] D30.BMP: 28 88 25 28 28 29 28 88 21 28 28 28 56 28 28 21 56.25%
[29] D31.BMP: 29 60 29 28 29 56 29 29 29 56 56 29 29 25 29 29 62.50%
[30] D32.BMP: 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 100.00%
[31] D33.BMP: 31 31 31 31 31 31 31 31 31 31 31 31 31 31 31 37 93.75%
[32] D34.BMP: 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 32 100.00%
[33] D35.BMP: 33 33 33 33 33 33 33 33 33 33 33 33 33 33 1 33 93.75%
[34] D36.BMP: 34 2 20 34 34 34 34 34 34 34 34 34 20 34 34 34 81.25%
[35] D37.BMP: 35 35 35 35 35 35 35 35 35 35 35 35 35 35 35 35 100.00%
[36] D38.BMP: 68 36 36 36 36 36 36 36 36 36 36 83 69 36 36 36 81.25%
[37] D39.BMP: 23 37 64 55 37 37 31 31 37 37 37 37 37 50 37 37 62.50%
[38] D40.BMP: 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 38 100.00%
[39] D41.BMP: 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 39 100.00%
[40] D42.BMP: 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 100.00%
[41] D43.BMP: 43 41 41 42 41 41 42 42 41 43 18 42 41 41 41 41 56.25%
[42] D44.BMP: 43 43 41 43 41 42 42 42 41 42 42 42 41 42 42 41 50.00%
[43] D45.BMP: 43 43 43 42 43 106 106 43 43 43 43 43 106 43 42 106 62.50%
[44] D46.BMP: 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 44 100.00%
[45] D47.BMP: 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 45 100.00%
[46] D48.BMP: 46 87 46 46 46 46 46 46 46 46 46 46 46 46 46 46 93.75%
[47] D49.BMP: 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 47 100.00%
[48] D50.BMP: 96 48 48 48 48 68 48 48 48 48 48 48 48 48 48 51 81.25%
[49] D51.BMP: 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 49 100.00%
[50] D52.BMP: 50 50 50 50 50 27 50 50 50 50 50 50 50 50 50 50 93.75%
[51] D53.BMP: 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 51 100.00%
[52] D54.BMP: 85 52 52 52 52 52 52 52 52 52 52 52 26 21 52 52 81.25%
[53] D55.BMP: 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 53 100.00%
[54] D56.BMP: 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 54 100.00%
[55] D57.BMP: 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 55 100.00%
[56] D58.BMP: 110 56 87 87 56 4 29 28 56 6 97 56 56 6 96 72 31.25%
[57] D59.BMP: 57 96 87 97 57 57 59 57 57 57 97 57 57 96 57 89 56.25%
[58] D60.BMP: 58 58 58 58 58 58 58 58 6 6 6 58 58 58 58 58 81.25%
[59] D61.BMP: 59 59 59 59 59 59 59 59 59 59 59 59 59 59 25 59 93.75%
[60] D62.BMP: 60 60 60 60 60 60 60 60 60 60 60 60 29 60 60 87 87.50%
[61] D63.BMP: 61 61 61 4 61 61 61 87 61 110 61 61 61 61 61 61 81.25%
[62] D64.BMP: 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 62 100.00%
[63] D65.BMP: 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 63 100.00%
[64] D66.BMP: 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 64 100.00%
[65] D67.BMP: 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 65 100.00%
[66] D68.BMP: 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 66 100.00%
[67] D69.BMP: 36 36 67 67 67 67 67 50 67 67 67 48 67 53 59 67 62.50%
[68] D70.BMP: 37 68 68 68 68 68 68 48 48 68 68 68 68 68 68 68 81.25%
[69] D71.BMP: 69 69 69 69 69 69 69 69 69 69 69 69 69 69 69 69 100.00%
[70] D72.BMP: 70 70 70 70 70 12 70 70 70 70 70 70 49 70 49 70 81.25%
[71] D73.BMP: 26 71 17 71 71 17 71 71 71 71 1 71 96 26 71 71 62.50%
[72] D74.BMP: 72 56 72 72 72 72 72 72 72 72 72 72 72 72 72 72 93.75%
[73] D75.BMP: 73 73 73 73 73 73 73 73 73 73 73 73 73 73 73 73 100.00%
[74] D76.BMP: 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 74 100.00%
[75] D77.BMP: 75 75 75 75 75 75 75 75 75 75 75 75 75 75 75 75 100.00%
[76] D78.BMP: 76 76 76 76 75 76 76 76 76 76 76 76 76 76 76 75 87.50%
[77] D79.BMP: 77 77 77 77 77 77 77 77 77 77 77 77 77 77 77 77 100.00%
[78] D80.BMP: 78 78 78 78 78 78 78 78 78 78 78 78 78 78 78 78 100.00%
[79] D81.BMP: 79 79 79 79 3 79 79 78 79 79 79 79 79 53 79 79 81.25%
[80] D82.BMP: 80 80 80 80 80 80 80 80 80 80 80 80 80 80 80 80 100.00%
[81] D83.BMP: 81 81 81 81 81 81 81 81 81 81 81 81 81 81 81 83 93.75%
[82] D84.BMP: 82 82 82 82 82 82 82 82 82 82 82 82 82 82 82 82 100.00%
[83] D85.BMP: 83 83 83 83 83 83 83 83 83 83 83 83 83 83 83 83 100.00%
[84] D86.BMP: 84 84 84 84 84 84 84 84 84 27 84 84 84 84 84 84 93.75%
[85] D87.BMP: 85 85 85 85 85 85 85 85 85 85 85 85 85 85 85 85 100.00%
[86] D88.BMP: 86 86 86 86 89 86 86 86 86 86 86 86 89 86 73 86 81.25%
[87] D89.BMP: 86 87 87 87 87 87 87 87 87 87 56 87 87 87 87 88 81.25%
[88] D90.BMP: 88 28 97 89 88 87 88 88 88 88 97 72 87 89 86 29 37.50%
[89] D91.BMP: 89 86 73 6 46 21 57 86 89 88 97 88 89 89 97 46 25.00%
[90] D92.BMP: 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 100.00%
[91] D93.BMP: 91 91 8 91 91 91 91 91 69 91 91 91 91 91 91 91 87.50%
[92] D94.BMP: 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 100.00%
[93] D95.BMP: 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 93 100.00%
[94] D96.BMP: 94 94 94 94 106 94 94 94 94 94 94 94 94 94 94 94 93.75%
[95] D97.BMP: 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 95 100.00%
[96] D98.BMP: 96 25 96 96 96 96 96 96 96 96 71 96 96 56 96 96 81.25%
[97] D99.BMP: 28 97 97 97 97 97 97 56 97 97 97 88 97 25 96 97 68.75%
[98] D100.BMP: 98 98 38 98 98 98 98 98 98 98 59 98 98 98 98 1 81.25%
[99] D101.BMP: 99 99 99 99 99 99 99 99 99 99 99 99 99 99 99 99 100.00%
[100] D102.BMP: 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100.00%
[101] D103.BMP: 101 101 101 101 101 101 101 101 101 101 101 101 101 101 101 101 100.00%
[102] D104.BMP: 102 102 102 102 102 102 102 102 102 102 102 102 102 102 102 102 100.00%
[103] D105.BMP: 103 103 103 103 103 103 103 103 103 103 103 103 103 103 103 103 100.00%
[104] D106.BMP: 104 104 104 104 104 104 104 104 104 104 104 104 104 104 104 104 100.00%
[105] D107.BMP: 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 100.00%
[106] D108.BMP: 106 106 106 43 106 106 106 106 106 106 106 106 106 106 106 106 93.75%
[107] D109.BMP: 107 107 107 107 107 107 107 107 107 107 107 107 107 107 107 107 100.00%
[108] D110.BMP: 108 108 108 108 108 108 108 108 108 108 108 108 108 108 108 108 100.00%
[109] D111.BMP: 109 109 109 109 109 109 109 109 109 109 109 109 109 109 109 109 100.00%
[110] D112.BMP: 110 110 110 110 110 110 110 110 110 110 110 110 110 110 110 110 100.00%

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Page last updated: October 20, 2007 4:06 PM