Research Article
Study on Contribution of Different Journal Evaluation Indicators to Impact Factor Based on Machine Learning
Table 8
Rank top five in methods based on simple neural network.
| Model | Rank 1 | Rank 2 | Rank 3 | Rank 4 | Rank 5 |
| Correlation coefficient | H-index | Immediacy index | Citation num | Disciplinary impact index | Total citations | Square weight | H-index | Immediacy index | Cited half-life | Average number of citations | Number of regions | Input perturbation | Number of institutions | Number of papers | H-index | Total citations | Cited half-life | Hybrid | H-index | Immediacy index | Citation num | Disciplinary impact index | Total citations |
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