Research Article
Nonlinear Cosine Neighborhood Time Series-Based Deep Learning for the Prediction and Analysis of COVID-19 in India
Table 2
Performance measurements for prediction accuracy for different prediction methods.
| Samples obtained | Prediction accuracy (%) | NCTL | Hybrid AI model | Linear regression forecasting model |
| 250 | 98 | 96.8 | 96 | 500 | 97.85 | 93.82 | 90.15 | 750 | 97.55 | 93.45 | 89.35 | 1000 | 97.25 | 93 | 88.15 | 1250 | 97 | 92.85 | 88 | 1500 | 96.85 | 92.65 | 86.25 | 1750 | 97 | 93.35 | 86 | 2000 | 97 | 93.55 | 85.35 | 2250 | 97.35 | 94 | 85 | 2500 | 97.25 | 94.25 | 84.15 |
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