Logistic Regression Classification on Malware MAR 60% Missing
96.57AccuracyAMR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AMRImputation Model=MF2025.03 | 96.57 | 2,145 | 2.75 | |
| AMRImputation Model=TCSDI2025.03 | 96.55 | 7,954 | 2.75 | |
| BaselineImputation Model=TCSDI2025.03 | 96.48 | — | 100 | |
| BaselineImputation Model=MF2025.03 | 96.48 | 6,452 | 100 | |
| BaselineImputation Model=KNN2025.03 | 96.44 | 41.22 | 100 | |
| AMRMissingness Mechanism=MAR, Missing Percentage=60%2025.03 | 96.42 | 6.2 | 2.97 | |
| AMRImputation Model=KNN2025.03 | 96.4 | 8.52 | 2.75 | |
| ACMissingness Mechanism=MAR, Missing Percentage=60%2025.03 | 96.23 | 1.5 | 3.41 | |
| ACImputation Model=KNN2025.03 | 96.23 | 1.45 | 5.51 | |
| ACImputation Model=MF2025.03 | 96.21 | 2,915 | 5.51 | |
| ACImputation Model=TCSDI2025.03 | 96.17 | 16,045 | 5.51 |