Logistic Regression Classification on Malware MAR 40% Missing
96.75Accuracy (%)AMR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AMRImputation Model=TCSDI2025.03 | 96.75 | 14,612 | 4.3 | |
| AMRImputation Model=MF2025.03 | 96.71 | 2,185 | 4.3 | |
| ACImputation Model=TCSDI2025.03 | 96.5 | 18,985 | 7.15 | |
| BaselineImputation Model=KNN2025.03 | 96.49 | 28.31 | 100 | |
| ACMissingness Mechanism=MAR, Missing Percentage=40%2025.03 | 96.48 | 1.3 | 2.3 | |
| ACImputation Model=KNN2025.03 | 96.48 | 2.18 | 7.15 | |
| ACImputation Model=MF2025.03 | 96.48 | 2,871 | 7.15 | |
| BaselineImputation Model=TCSDI2025.03 | 96.48 | — | 100 | |
| BaselineImputation Model=MF2025.03 | 96.48 | 6,215 | 100 | |
| AMRImputation Model=KNN2025.03 | 96.47 | 10.21 | 4.3 | |
| AMRMissingness Mechanism=MAR, Missing Percentage=40%2025.03 | 96.42 | 5.1 | 4.38 |