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The enhancement of SVM performance

The use of nature-inspired optimization algorithms

The development of machine learning algorithms

Land subsidence prediction (correct)

It improves the performance of SVM models

It prevents damage to buildings, infrastructure, and the environment (correct)

It is crucial for optimizing groundwater extraction

It helps in the development of more reliable predictive models

The investigation of the use of nature-inspired optimization algorithms for SVM models

The optimization of SVM models using GWO and BA

The comparison of the proposed hybrid approach with other hybrid algorithms in the literature

The development of a novel hybrid approach for land subsidence prediction (correct)