Research Article
An Improved Collaborative Filtering Recommendation Algorithm and Recommendation Strategy
Table 3
Experimental results for the training set ratio of 80%.
| K | MAE | RMSE | CFCD | CFC | CFP | CFCD | CFC | CFP |
| 10 | 0.772 | 0.829 | 0.708 | 0.819 | 0.845 | 0.823 | 20 | 0.767 | 0.823 | 0.777 | 0.812 | 0.846 | 0.824 | 30 | 0.765 | 0.824 | 0.776 | 0.813 | 0.845 | 0.827 | 40 | 0.763 | 0.826 | 0.778 | 0.815 | 0.847 | 0.823 | 50 | 0.771 | 0.823 | 0.779 | 0.816 | 0.847 | 0.824 | 60 | 0.772 | 0.826 | 0.780 | 0.817 | 0.848 | 0.825 | 70 | 0.775 | 0.824 | 0.781 | 0.816 | 0.845 | 0.826 | 80 | 0.778 | 0.823 | 0.782 | 0.817 | 0.849 | 0.827 | 90 | 0.776 | 0.824 | 0.783 | 0.818 | 0.846 | 0.824 | 100 | 0.781 | 0.831 | 0.783 | 0.819 | 0.851 | 0.827 |
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