基于自然近邻与协同过滤的API推荐方法

郑黄河,黄志球,李伟湋,喻垚慎,王永超

API recommendation method based on natural nearest neighbors and collaborative filtering

Huang-he ZHENG,Zhi-qiu HUANG,Wei-wei LI,Yao-shen YU,Yong-chao WANG

表 5 在MV数据集上不同方法的成功率

Tab.5 Success rates of different approach on MV data set

% 方法 SUC1 SUC5 SUC10 SUC15 SUC20 FOCUS 65.3 81.3 85.8 87.7 88.8 N-APIRec-S 74.9 85.5 89.1 91.0 91.9 N-APIRec-B 75.1 86.2 89.9 91.6 92.6 N-APIRec-N 74.0 85.8 88.6 89.9 90.9 N-APIRec 77.4 87.5 90.3 91.9 92.7