Table 1. Average predicted position (<r>) and hit rate for recommendation lists of length 10 (HR-10), 20 (HR-20) and 50 (HR-50).
Distance | <r> | HR-10 | HR-20 | HR-50 |
BPR | 0.12336 | 14.65% | 23.02% | 38.68% |
ProbS | 0.11417 | 15.97% | 24.57% | 40.99% |
Jaccard | 0.21086 | 7.97% | 12.30% | 22.05% |
Cosine | 0.24151 | 7.87% | 12.16% | 20.35% |
Euclidean | 0.50581 | 0.06% | 0.16% | 0.53% |
Pearson | 0.46280 | 2.62% | 3.59% | 5.68% |
HeatS | 0.15221 | 0.21% | 1.55% | 13.28% |
Hybrid | 0.08814 | 17.94% | 27.61% | 46.08% |