Gender Attribute Inference on MovieLens 1m
76.14F1 (beta=0.1)RAPI
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RAPIscenario=4, α=0.92026.03 | 76.14 | 76.23 | 76.31 | 76.34 | 76.4 | |
| RAPIscenario=4, α=0.72026.03 | 75.43 | 75.56 | 75.58 | 75.69 | 75.7 | |
| RAPIscenario=4, α=0.52026.03 | 75.41 | 75.48 | 75.52 | 75.52 | 75.86 | |
| RAPIscenario=4, α=0.32026.03 | 75.39 | 75.46 | 75.5 | 75.68 | 75.69 | |
| RAPIscenario=4, α=0.12026.03 | 75.17 | 75.29 | 75.56 | 75.57 | 75.85 | |
| RAPIscenario=3, α=02026.03 | 73.45 | 73.58 | 73.68 | 73.79 | 73.9 | |
| PeterRecscenario=2, α=02026.03 | 73.31 | 73.46 | 73.48 | 73.61 | 73.81 | |
| DNNscenario=2, α=02026.03 | 73.16 | 73.36 | 73.42 | 73.55 | 73.78 | |
| KNNscenario=2, α=02026.03 | 69.21 | 69.68 | 69.74 | 69.81 | 69.99 | |
| DNNscenario=1, α=02026.03 | 68.01 | 69.76 | 70.14 | 70.86 | 71.03 | |
| RAPIscenario=4, alpha=0.92026.03 | 66.62 | 66.64 | 66.67 | 66.67 | 66.69 | |
| RAPIscenario=4, alpha=0.52026.03 | 66.59 | 66.62 | 66.64 | 66.68 | 66.71 | |
| RAPIscenario=4, alpha=0.72026.03 | 66.59 | 66.61 | 66.63 | 66.68 | 66.72 | |
| RAPIscenario=4, alpha=0.32026.03 | 66.55 | 66.56 | 66.58 | 66.61 | 66.64 | |
| RAPIscenario=4, alpha=0.12026.03 | 66.51 | 66.54 | 66.56 | 66.58 | 66.61 | |
| DTscenario=2, α=02026.03 | 65.49 | 65.6 | 65.59 | 66.34 | 69.04 | |
| RAPIscenario=3, alpha=02026.03 | 64.95 | 64.97 | 64.98 | 65.01 | 65.04 | |
| PeterRecscenario=2, alpha=02026.03 | 64.56 | 64.57 | 64.57 | 64.59 | 64.51 | |
| DNNscenario=2, alpha=02026.03 | 64.41 | 64.43 | 64.44 | 64.45 | 64.48 | |
| DNNscenario=1, alpha=02026.03 | 64.13 | 64.16 | 64.19 | 64.22 | 64.25 | |
| KNNscenario=2, alpha=02026.03 | 63.12 | 63.14 | 63.17 | 63.19 | 63.21 | |
| KNNscenario=1, α=02026.03 | 61.7 | 61.75 | 62.48 | 64.47 | 64.97 | |
| DTscenario=1, α=02026.03 | 59.58 | 59.99 | 60.21 | 60.38 | 60.41 | |
| DTscenario=2, alpha=02026.03 | 56.77 | 56.79 | 56.81 | 56.82 | 56.85 | |
| KNNscenario=1, alpha=02026.03 | 56.73 | 56.78 | 56.79 | 56.79 | 56.81 | |
| DTscenario=1, alpha=02026.03 | 51.11 | 51.12 | 51.14 | 51.16 | 51.17 |