Research Article
Incorporating Machine Learning into Vibration Detection for Wind Turbines
Table 1
Advantages and disadvantages of KNN and SVM algorithms.
| Algorithm | Advantages | Limitations |
| KNN | Easy to implement Good overfitting Robustness to noisy data Can be used for both classification and regression | Great computation Slow sorting speed Needs a lot of storage space The selection of influences the classification |
| SVM | High sorting accuracy Fast sorting speed Can handle high-dimensional features Robust to overfitting and noise | Low efficiency for big data Binary classifier No physical meaning |
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