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. 2025 Aug 22;9:297. doi: 10.1038/s41698-025-01058-6

Table 4.

Incremental impact of feature integration and method components on classification accuracy

Method GE DEG KEGG CatBoost ABF Accuracy (%)
GE ✓
GE + DEG ✓ ✓
GE + DEG + KEGG ✓ ✓ ✓
GE + DEG + KEGG + CatBoost ✓ ✓ ✓ ✓
GE + DEG + KEGG + CatBoost + ABF ✓ ✓ ✓ ✓ ✓ 98.6