Binary Classification on MovieLens
83.17AccuracyAlignUSER+
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AlignUSER+Ratio (1:m)=1:12026.01 | 83.17 | 84.83 | 80.75 | 82.74 | |
| AlignUSERRatio (1:m)=1:12026.01 | 82.03 | 83.72 | 79.69 | 81.66 | |
| AlignUSER+Ratio (1:m)=1:32026.01 | 81.19 | 85.32 | 61.13 | 71.21 | |
| AlignUSERRatio (1:m)=1:32026.01 | 79.94 | 84.23 | 59.87 | 69.99 | |
| SimUSERRatio (1:m)=1:12026.01 | 79.12 | 79.76 | 75.76 | 77.71 | |
| SimUSERRatio (1:m)=1:32026.01 | 77.37 | 81.73 | 52.23 | 63.73 | |
| AlignUSER+Ratio (1:m)=1:92026.01 | 71.95 | 85.24 | 44.51 | 58.48 | |
| AlignUSERRatio (1:m)=1:92026.01 | 70.61 | 84.38 | 42.73 | 56.63 | |
| Agent4RecRatio (1:m)=1:12026.01 | 69.12 | 74.6 | 69.14 | 69.82 | |
| SimUSERRatio (1:m)=1:92026.01 | 67.91 | 83.82 | 35.34 | 49.72 | |
| Agent4RecRatio (1:m)=1:32026.01 | 66.75 | 76.23 | 42.1 | 54.33 | |
| Agent4RecRatio (1:m)=1:92026.01 | 61.75 | 77.53 | 21.39 | 32.32 | |
| RecAgentRatio (1:m)=1:12026.01 | 58.07 | 63.91 | 60.35 | 62.05 | |
| RecAgentRatio (1:m)=1:32026.01 | 50.77 | 73.96 | 39.87 | 51.81 | |
| RecAgentRatio (1:m)=1:92026.01 | 48 | 74.91 | 21.68 | 33.62 |