Research Article
A Novel Carbon Price Fluctuation Trend Prediction Method Based on Complex Network and Classification Algorithm
Table 3
The results of the average prediction accuracy.
| Model | AC | PR | RE | F1 |
| LDA | 0.53822 | 0.54947 | 0.68932 | 0.60250 | CN-LDA | 0.54253 | 0.55386 | 0.69557 | 0.61668 | KNN | 0.49710 | 0.51917 | 0.72357 | 0.53035 | CN-KNN | 0.52877 | 0.54630 | 0.76560 | 0.56807 | NB | 0.53325 | 0.55452 | 0.59237 | 0.55835 | CN-NB | 0.53618 | 0.55374 | 0.62606 | 0.57451 | RF | 0.52835 | 0.54371 | 0.82920 | 0.58243 | CN-RF | 0.52952 | 0.54442 | 0.83224 | 0.58434 | SVM | 0.52342 | 0.52342 | 0.99956 | 0.68631 | CN-SVM | 0.52905 | 0.52905 | 1.00000 | 0.69200 |
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