Classification on CCID
76.2AccuracyLightGBM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LightGBMTrain Size=10002026.06 | 76.2 | 75.8 | 74.9 | 77.5 | |
| LightGBMTrain Size=30002026.06 | 74.9 | 70.4 | 59.9 | 89.9 | |
| LightGBMTrain Size=5002026.06 | 74 | 74.1 | 74.5 | 73.6 | |
| MHLTrain Size=10002026.06 | 70.8 | 72.8 | 78.3 | 63.2 | |
| MHLTrain Size=30002026.06 | 70.5 | 72.7 | 78.5 | 62.5 | |
| MHLTrain Size=1002026.06 | 70 | 71 | 73.5 | 66.5 | |
| FT-TransformerTrain Size=30002026.06 | 69.7 | 73.4 | 83.9 | 55.5 | |
| LightGBMTrain Size=1002026.06 | 68.5 | 67.8 | 66.7 | 70.2 | |
| MHLTrain Size=502026.06 | 68 | 70.9 | 78 | 57.9 | |
| MHLTrain Size=102026.06 | 64.1 | 68.5 | 78.6 | 49.7 | |
| FT-TransformerTrain Size=10002026.06 | 63.2 | 70.1 | 85 | 41.4 | |
| MHLTrain Size=5002026.06 | 60.8 | 69 | 87.1 | 34.4 | |
| FT-TransformerTrain Size=502026.06 | 52.2 | 66.5 | 94.6 | 9.9 | |
| FT-TransformerTrain Size=5002026.06 | 51.5 | 66.4 | 95.9 | 7.1 | |
| FT-TransformerTrain Size=102026.06 | 50.9 | 62.4 | 82.5 | 19.3 | |
| FT-TransformerTrain Size=1002026.06 | 50.1 | 66.4 | 98.8 | 1.3 |