基于密度峰值聚类和局部稀疏度的过采样算法

吕佳, 郭铭

Oversampling algorithm based on density peaks clustering and local sparsity

Lü Jia, Ming Guo

表6 各算法的运行时间 (s)

Table 6 Time cost of each algorithm

Method D4 D10 D14 SMO 0.0312 0.0468 0.5312 Bor 0.2500 0.3437 1.2343 Safe 0.0156 0.4062 0.5468 ADAS 0.0156 0.3437 1.0000 SM⁃IPF 0.5625 3.5000 2.0312 K⁃m S 0.0781 3.7187 26.6870 ADAP 0.0625 0.6406 0.7031 RSM 0.2968 2.0937 1.8906 DPCLSO 0.0937 1.6406 15.2180