Research Article
Novel Multidimensional Collaborative Filtering Algorithm Based on Improved Item Rating Prediction
Table 4
Comparison of MAE using Jester-1000-100.
| a | K = 50 | K = 60 | K = 70 | K = 80 | K = 90 | K = 100 |
| 1 | 0.5091 | 0.5105 | 0.5528 | 0.5385 | 0.5199 | 0.5058 | 0.9 | 0.5029 | 0.5081 | 0.5366 | 0.5432 | 0.5195 | 0.5225 | 0.8 | 0.5006 | 0.5302 | 0.5191 | 0.5263 | 0.5233 | 0.5460 | 0.7 | 0.5090 | 0.5141 | 0.5289 | 0.5364 | 0.5377 | 0.5409 | 0.6 | 0.5330 | 0.5289 | 0.5572 | 0.5431 | 0.5429 | 0.5337 | 0.5 | 0.5417 | 0.5440 | 0.5647 | 0.5534 | 0.5509 | 0.5455 |
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