Research Article
An Intelligent Data Analysis for Recommendation Systems Using Machine Learning
Table 13
Evaluation metrics with exemplary dataset.
| Incremental data update using Euclidean similarity (%) | F-measure | Recall | Precision |
| 20 | 0.966 | 0.954 | 0.978 | 40 | 0.956 | 0.941 | 0.972 | 60 | 0.951 | 0.936 | 0.968 | 80 | 0.938 | 0.921 | 0.956 | 100 | 0.924 | 0.898 | 0.951 | Avg. ratio | 0.950 | 0.930 | 0.965 |
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