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Malware Classification on CICMalDroid 2020 (Weighted Recall)
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95.6
Weighted Recall
XGBoost
88.2992
90.1946
92.09
93.9854
May 17, 2026
Weighted Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Weighted Recall
XGBoost
Data augmentation=VAE-...
2026.05
95.6
XGBoost (F-test selection), non-aggressive, SMOTE
Feature selection=F-te...
2026.05
95.4
XGBoost (F-test selection), non-aggressive, no SMOTE
Feature selection=F-te...
2026.05
95.32
Random forest
Data augmentation=VAE-...
2026.05
95.3
Sequential model
Data augmentation=VAE-...
2026.05
88.58
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