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. 2025 Aug 25;15:31215. doi: 10.1038/s41598-025-14358-5

Table 6.

Complexity analysis of model.

Model Time complexity Space complexity Training time (s) Memory usage (Bytes)
Random forest Inline graphic Inline graphic 2 4848
XGBoost Inline graphic Inline graphic 2 96