Research Article
An Intelligent Data Analysis for Recommendation Systems Using Machine Learning
Table 17
Comparison of accuracy metrics with related studies.
| No. | Reference | Precision | Recall | F-measure |
| 1 | Liu et al. [2] | 0.56 | 0.60 | 0.59 | 2 | Hsieh et al. [6] | 0.02 | 0.53 | 0.01 | 3 | Zhang et al. [10] | 0.25 | 0.34 | 0.35 | 4 | Chang et al. [16] | 0.43 | 0.29 | ā | 5 | Lin et al. [29] | 0.62 | 0.51 | ā | 6 | Verma and Virk [19] | 0.69 | 0.67 | 0.68 | 7 | Proposed approach | With exemplary subset of dataset | 0.96 | 0.93 | 0.95 | With complete dataset | 0.80 | 0.69 | 0.74 |
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