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Malware Attribution on APT Malware dataset

90F1 Score (macro)Extra Trees

Evaluation results

Method	Links
Extra Trees2026.06		90	90	90	90	92	85
XGB2026.06		89	90	90	90	91	83
Hist Gradient Boosting2026.06		89	91	90	90	91	87
Extra Trees2026.06		88	90	90	90	92	85
Kida2026.06		88	—	—	—	—	—
Xu2026.06		87	—	—	—	90	85
Cat Boost2026.06		86	90	89	89	89	85
Hist Gradient Boosting2026.06		86	90	90	90	89	85
LGBM2026.06		86	90	90	89	91	83
Cat Boost2026.06		86	90	89	89	89	85
LGBM2026.06		86	90	90	90	91	83
XGB2026.06		86	90	90	90	91	83
Random Forest2026.06		69	78	74	75	69	76
Random Forest2026.06		69	78	74	75	69	76