UB similarity> COS_SIM n> 100 MAE P R F1 0.8251 3.55% 10.95% 4.45% similarity> COS_SIM n> 50 MAE P R F1 0.8577 3.37% 5.77% 3.44% similarity> COS_SIM n> 25 MAE P R F1 0.9352 3.38% 3.16% 2.61% similarity> PEARS_SIM n> 100 MAE P R F1 0.7725 3.45% 13.61% 4.71% similarity> PEARS_SIM n> 50 MAE P R F1 0.8037 3.22% 7.61% 3.70% similarity> PEARS_SIM n> 25 MAE P R F1 0.8487 3.50% 4.63% 3.17% IB similarity> COS_SIM n> 100 MAE P R F1 0.5951 7.05% 26.80% 8.92% similarity> COS_SIM n> 50 MAE P R F1 0.5855 7.73% 20.70% 8.94% similarity> COS_SIM n> 25 MAE P R F1 0.6056 7.93% 11.43% 7.02% similarity> PEARS_SIM n> 100 MAE P R F1 0.5762 8.97% 17.24% 9.90% similarity> PEARS_SIM n> 50 MAE P R F1 0.5744 9.05% 17.18% 9.95% similarity> PEARS_SIM n> 25 MAE P R F1 0.5403 10.34% 14.32% 9.45% RW_3 user> COS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 2.48% 17.20% 3.60% user> COS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 2.58% 9.71% 3.21% user> COS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 2.55% 4.80% 2.50% user> COS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 2.23% 14.09% 3.14% user> COS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 2.38% 8.56% 2.89% user> COS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 2.33% 4.38% 2.30% user> PEARS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 2.43% 16.61% 3.52% user> PEARS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 2.47% 9.31% 3.09% user> PEARS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 2.34% 4.29% 2.27% user> PEARS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 2.31% 15.54% 3.33% user> PEARS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 2.32% 8.47% 2.86% user> PEARS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 2.27% 4.10% 2.16% BRW_3 user> COS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 2.33% 14.99% 3.28% user> COS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 2.30% 8.26% 2.80% user> COS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 2.44% 4.46% 2.35% user> COS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 2.36% 15.38% 3.35% user> COS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 2.39% 9.12% 2.98% user> COS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 2.48% 4.87% 2.47% user> PEARS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 2.42% 16.22% 3.43% user> PEARS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 2.41% 9.95% 2.99% user> PEARS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 2.44% 4.77% 2.38% user> PEARS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 2.34% 14.98% 3.28% user> PEARS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 2.35% 8.45% 2.88% user> PEARS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 2.32% 4.45% 2.25% RW_5 user> COS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 1.90% 11.28% 2.70% user> COS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 1.96% 5.98% 2.34% user> COS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 1.93% 2.94% 1.82% user> COS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 1.93% 12.00% 2.73% user> COS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 1.85% 6.42% 2.22% user> COS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 1.91% 3.54% 1.79% user> PEARS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 1.93% 11.97% 2.71% user> PEARS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 1.84% 6.14% 2.15% user> PEARS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 1.88% 2.95% 1.69% user> PEARS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 1.89% 12.36% 2.70% user> PEARS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 1.97% 6.92% 2.38% user> PEARS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 1.98% 3.52% 1.90% BRW_5 user> COS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 1.97% 10.56% 2.66% user> COS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 1.92% 6.62% 2.31% user> COS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 1.96% 3.52% 1.88% user> COS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 1.88% 9.80% 2.49% user> COS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 1.90% 5.70% 2.18% user> COS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 1.97% 2.84% 1.72% user> PEARS_SIM movie> COS_SIM n> 100 MAE P R F1 0.0000 1.89% 9.48% 2.52% user> PEARS_SIM movie> COS_SIM n> 50 MAE P R F1 0.0000 1.85% 5.85% 2.20% user> PEARS_SIM movie> COS_SIM n> 25 MAE P R F1 0.0000 1.85% 2.84% 1.69% user> PEARS_SIM movie> PEARS_SIM n> 100 MAE P R F1 0.0000 1.93% 10.22% 2.56% user> PEARS_SIM movie> PEARS_SIM n> 50 MAE P R F1 0.0000 1.91% 6.12% 2.23% user> PEARS_SIM movie> PEARS_SIM n> 25 MAE P R F1 0.0000 1.86% 2.93% 1.67%