研究文章

使用高光谱成像技术的识别损伤的梨

表2

基于支持向量机的判别精度模型R,一个,K- - - - - -光谱。

光谱 预处理 精度(%)、测试/校准设置
声音 二世 三世

R 100/97.92 100/100 87.5/97.92 93.75/100 95.31/98.96
女朋友 100/97.92 100/100 87.5/97.92 100/100 96.88/98.96
SNV 98.44/100 81.25/95.83 81.25/100 81.25/97.92 84.38/98.44
MSC 93.75/100 81.25/89.58 81.25/93.75 87.50/95.83 85.94/94.79
87.5/95.83 93.75/83.33 75/87.5 100/93.75 89.06/90.10
SGD 93.75/95.83 81.25/87.5 68.75/85.42 87.5/95.83 81.25/91.15

一个 100/98.44 100/100 100/98.44 100/100 100/98.98
女朋友 100/98.44 93.75/100 93.75/100 100/100 96.88/99.48
SNV 93.75/100 75/93.75 87.5/95.83 81.25/100 84.38/96.88
MSC 93.75/100 75/93.75 87.5/95.83 81.25/98.44 84.38/96.88
100/97.92 87.5/100 87.5/100 93.75/95.83 92.19/98.44
SGD 100/97.92 62.5/87.5 62.5/91.67 75/89.58 75/91.67

K- - - - - - 100/100 93.75/97.92 87.5/100 93.75/100 93.75/99.48
女朋友 100/100 93.75/97.92 87.5/100 93.75/100 93.75/99.48
SNV 87.5/100 85.71/91.67 68.75/89.58 87.5/95.83 79.69/94.27
MSC 87.5/100 85.71/91.67 68.75/89.58 87.5/95.83 79.69/94.27
100/100 87.5/95.83 93.75/100 100/97.92 95.31/98.44
SGD 75/100 87.5/100 68.75/100 93.75/97.92 79.69/99.48