计算和数学方法在医学
研究文章

基于Statistical-Textural-Features方法分类的固体药物使用表面显微图像

表4

厕所的结果为所有个人和合并数据集使用前15名特性。
数据集 数的功能 FR-algorithm 支持向量机 然而, 注
Acc Sn Sp Acc Sn Sp Acc Sn Sp
A1 15 CS 53.57 47.06 63.64 71.43 82.35 54.55 57.14 41.18 81.82
A2 15 CS 53.33 47.06 61.54 56.67 58.82 53.85 53.33 41.18 69.23
A3 15 CS 50.00 47.06 53.85 53.33 64.71 38.46 60.00 47.06 76.92
T1 15 CS 70.00 82.35 53.85 63.33 70.59 53.85 53.33 35.29 76.92
T2 15 CS 71.88 94.12 46.67 71.88 76.47 66.67 53.13 41.18 66.67
T3 15 CS 77.78 94.12 63.16 75.00 70.59 78.95 66.67 52.94 78.95
W1 15 CS 90.32 88.24 92.86 70.97 76.47 64.29 58.06 52.94 64.29
W2 15 CS 78.13 94.12 60 71.88 76.47 66.67 56.25 35.29 80年
W3 15 CS 87.88 94.12 81.25 72.73 70.59 75年 66.67 47.06 87.5
A1, A2, A3 15 CS 66.67 41.18 78.38 74.07 52.94 83.78 62.96 35.29 75.68
T1、T2和T3 15 CS 65.63 94.12 55.32 79.69 52.94 89.36 67.19 41.18 76.6
W1 W2, W3 15 CS 85.48 94.12 82.22 77.42 58.82 84.44 69.35 29.41 84.44
所有 15 CS 64.38 94.12 60.47 86.30 35.29 93.02 74.66 29.41 80.62
A1 15 GR 60.71 64.71 54.55 67.86 76.47 54.55 42.86 47.06 36.36
A2 15 GR 43.33 47.06 38.46 56.67 70.59 38.46 53.33 47.06 61.54
A3 15 GR 43.33 35.29 53.85 40.00 47.06 30.77 43.33 35.29 53.85
T1 15 GR 60.00 58.82 61.54 56.67 58.82 53.85 56.67 47.06 69.23
T2 15 GR 71.88 70.59 73.33 75.00 82.35 66.67 59.38 52.94 66.67
T3 15 GR 72.22 88.24 57.89 63.89 64.71 63.16 66.67 82.35 52.63
W1 15 GR 80.65 76.47 85.71 74.19 76.47 71.43 77.42 76.47 78.57
W2 15 GR 71.88 70.59 73.33 71.88 70.59 73.33 62.50 64.71 60
W3 15 GR 78.79 88.24 68.75 90.91 94.12 87.5 84.85 94.12 75年
A1, A2, A3 15 GR 48.15 35.29 54.05 59.26 35.29 70.27 61.11 35.29 72.97
T1、T2和T3 15 GR 65.63 70.59 63.83 73.44 47.06 82.98 60.94 47.06 65.96
W1 W2, W3 15 GR 77.42 70.59 80年 79.03 64.71 84.44 79.03 64.71 84.44
所有 15 GR 60.96 64.71 60.47 82.88 23.53 90.7 77.40 47.06 81.4