Research Article

Improving the Classification Accuracy for Near-Infrared Spectroscopy of Chinese Salvia miltiorrhiza Using Local Variable Selection

Table 1

Geographical origins and planting conditions of the Salvia miltiorrhiza observations.

Number of classesGeographical originPlanting conditionNumber of samples

Class 1Shandong, Li villageWild (digging)14
Class 2Shandong, Shimen villageCultivated for 1 year (digging)Five
Class 3Shandong, Shimen villageCultivated for 2 years (digging)21
Class 4Shandong, YishuiWild (buy)Five
Class 5Shandong, YishuiCultivated (buy)Five
Class 6Henan, Lushi MopanheWild (digging)Seven
Class 7Henan, LushiWild (buy)Four
Class 8Henan, LingbaoWild (digging)Seven
Class 9Henan, LingbaoCultivated (digging)10
Class 10Sichuan, ZhongjiangCultivated (buy, first level)Four
Class 11Sichuan, ZhongjiangCultivated (buy, second level)Four
Class 12Hebei, AnguoCultivated (digging)Four
Class 13Yunnan, LuxiWild (buy)Four