Logistic Regression Classification on Malware 20% Missing (MAR)
96.81AccuracyBaseline
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BaselineImputation Model=TCSDI2025.03 | 96.81 | — | 100 | |
| AMRImputation Model=TCSDI2025.03 | 96.74 | 11,842 | 7.84 | |
| ACMissingness Mechanism=MAR, Missing Percentage=20%2025.03 | 96.73 | 3.02 | 3.5 | |
| AMRMissingness Mechanism=MAR, Missing Percentage=20%2025.03 | 96.73 | 6.5 | 4.2 | |
| ACImputation Model=KNN2025.03 | 96.73 | 3.65 | 12.77 | |
| ACImputation Model=MF2025.03 | 96.73 | 2,794 | 12.77 | |
| BaselineImputation Model=KNN2025.03 | 96.73 | 16.4 | 100 | |
| BaselineImputation Model=MF2025.03 | 96.73 | 5,982 | 100 | |
| AMRImputation Model=KNN2025.03 | 96.71 | 8.81 | 7.84 | |
| ACImputation Model=TCSDI2025.03 | 96.71 | 18,952 | 12.77 | |
| AMRImputation Model=MF2025.03 | 96.65 | 2,115 | 7.84 |