Label Homogeneity Evaluation on DREBIN initial (test vs test+train)
99.5Benign MeanLeaf Similarity
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Leaf SimilarityK=100, Backbone=XGBoost2023.10 | 99.5 | 4.19 | 71.21 | 35.1 | 98.3 | 10.1 | |
| Leaf SimilarityK=50, Backbone=XGBoost2023.10 | 49.75 | 2.19 | 38.51 | 16.42 | 49.27 | 4.61 | |
| Leaf SimilarityK=10, Backbone=XGBoost2023.10 | 9.96 | 0.41 | 8.95 | 2.3 | 9.92 | 0.65 | |
| Leaf SimilarityK=1, Backbone=XGBoost2023.10 | 1 | 0 | 1 | 0 | 1 | 0 |