Factorization Rank (q) | α and β Relationship | Optimal α | Optimal β | Average Recognition Rate |
16 | α = β | 0.81 | 0.81 | 0.88578 |
α = 1 − β | 0.15 | 0.85 | 0.88602 | |
25 | α = β | 0.64 | 0.64 | 0.88631 |
α = 1 − β | 0.39 | 0.61 | 0.88698 | |
36 | α = β | 0.56 | 0.56 | 0.88630 |
α = 1 − β | 0.82 | 0.18 | 0.88347 | |
49 | α = β | 0.99 | 0.99 | 0.88685 |
α = 1 − β | 0.82 | 0.18 | 0.88556 | |
64 | α = β | 0.42 | 0.42 | 0.88838 |
α = 1 − β | 0.46 | 0.54 | 0.88561 | |
81 | α = β | 1.00 | 1.00 | 0.88868 |
α = 1 − β | 0.14 | 0.86 | 0.88460 | |
100 | α = β | 0.94 | 0.94 | 0.88901 |
α = 1 − β | 0.12 | 0.88 | 0.88496 |