基于模糊区分矩阵的结直肠癌基因选择

李藤,杨田,代建华,陈鸰

Colon characteristic gene selection based on fuzzy discernibility matrix

Teng Li,Tian Yang,Jianhua Dai,Ling Chen

表5 不同算法的分类精度(%)

Table 5 Classification accuracy of different algorithms(%)

Datasets Raw CDG NFRS HANDI FDM Heart 80.15±7.5 80.86±4.32 81.05±5.74 81.11±9.01 81.30±10.93 Primary?tumor 66.45±4.84 67.77±8.37 69.21±6.83 68.56±4.21 68.12±4.75 Mammographic 75.50±4.42 76.79±3.00 76.69±4.56 77.26±3.05 77.09±2.87 Lung cancer 83.65±21.15 83.75±33.75 80.63±19.37 83.75±33.75 85.63±35.62 Gastrointestional 54.55±0.00 71.82±17.27 71.36±15.00 71.76±13.24 74.55±15.45 Leukemia 86.63±13.37 97.86±7.38 97.62±7.14 97.86±2.62 98.10±2.86 Average 74.49 79.81 79.43 80.05 80.80