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IEEE/ICACT20260241 Slide.19
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In conclusion, our comprehensive analysis shows that both classification and regression models are highly effective for spectrum sensing. For top accuracy, consider SVM, neural networks, or BGK classifiers. If you need a balance of performance and efficiency, simpler linear models are a strong choice. The best model ultimately depends on your specific system constraints, such as whether you prioritize absolute detection accuracy or computational resources. | |
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