Research Article
A Machine Learning Model to Predict Citation Counts of Scientific Papers in Otology Field
Table 9
Using different models to predict the total citations using the paper authors.
| Algorithm | Mean absolute error | Root mean squared error | Relative absolute error | Relative squared error | Coefficient of determination |
| Linear regression | 50.12 | 69.58 | 1.049 | 1.12 | -0.12 | Boosted decision tree regression | 45.34 | 65.79 | 0.949 | 1.00 | -0.00 | Decision forest regression | 46.94 | 67.36 | 0.98 | 1.05 | -0.05 | Neural network | 49.84 | 70.19 | 1.04 | 1.14 | -0.14 |
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