Research Article
Time-Aware Cross-Platform IoT Service Recommendation with Privacy Preservation
Table 1
Accuracy comparisons of IoTSerRect-LSH under different combination of parameters.
| Parameter | K = 5 | K = 8 | K = 10 | MAE | RMSE | MAE | RMSE | MAE | RMSE |
| L = 16, r = 6 | 1.0782 | 2.7286 | 1.0771 | 2.6885 | 1.0787 | 2.6828 | L = 16, r = 8 | 1.0647 | 2.717 | 1.0651 | 2.6762 | 1.0702 | 2.6808 | L = 16, r = 10 | 1.0835 | 2.7429 | 1.0726 | 2.6912 | 1.0723 | 2.682 | L = 14, r = 6 | 1.0804 | 2.7323 | 1.0727 | 2.684 | 1.0783 | 2.6836 | L = 14, r = 8 | 1.0733 | 2.7297 | 1.0719 | 2.6864 | 1.0771 | 2.6906 | L = 14, r = 10 | 1.0892 | 2.7558 | 1.082 | 2.7033 | 1.0788 | 2.6943 | L = 12, r = 6 | 1.087 | 2.7451 | 1.0816 | 2.6939 | 1.0842 | 2.691 | L = 12, r = 8 | 1.0808 | 2.7411 | 1.0807 | 2.7053 | 1.0824 | 2.6979 | L = 12, r = 10 | 1.0908 | 2.7573 | 1.0893 | 2.7138 | 1.0934 | 2.709 |
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