TABLE V.
K=1 | K=3 | K=5 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Neighbourhood Users | Recall | Precision | Cosine Similarity | F1 | Recall | Precision | Cosine Similarity | F1 | Recall | Precision | Cosine Similarity | F1 |
h=0 (Full Mode) | 0.296 | 0.874 | 0.909 | 0.442 | 0.590 | 0.584 | 0.891 | 0.586 | 0.681 | 0.402 | 0.887 | 0.505 |
h= 1 | 0.302 | 0.898 | 0.911 | 0.451 | 0.601 | 0.597 | 0.891 | 0.598 | 0.712 | 0.437 | 0.889 | 0.541 |
h=2 | 0.319 | 0.957 | 0.916 | 0.478 | 0.648 | 0.636 | 0.891 | 0.641 | 0.730 | 0.495 | 0.889 | 0.589 |
h=3 | 0.317 | 0.952 | 0.916 | 0.475 | 0.661 | 0.649 | 0.892 | 0.654 | 0.739 | 0.524 | 0.890 | 0.613 |
h=A | 0.316 | 0.948 | 0.916 | 0.474 | 0.655 | 0.640 | 0.890 | 0.647 | 0.733 | 0.501 | 0.877 | 0.595 |
h=5 | 0.309 | 0.912 | 0.908 | 0.461 | 0.652 | 0.638 | 0.888 | 0.644 | 0.725 | 0.460 | 0.871 | 0.562 |