Authorship Verification on C_Enron (test)
90.6AccuracyLambdaG
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LambdaGPre-processing=POSNoise-processed2024.03 | 90.6 | 0.938 | 90.3 | 87.5 | 93.3 | 42 | 6 | 3 | 45 | |
| IMPre-processing=POSNoise-processed2024.03 | 82.3 | 0.92 | 81.7 | 79.2 | 84.4 | 38 | 10 | 7 | 41 | |
| FeVecDiff (LR)Pre-processing=POSNoise-processed, Classifier=Logistic Regression2024.03 | 78.1 | 0.855 | 78.4 | 77.6 | 79.2 | 38 | 10 | 11 | 37 | |
| COAVPre-processing=POSNoise-processed2024.03 | 75 | 0.827 | 76 | 79.2 | 73.1 | 38 | 10 | 14 | 34 | |
| FeVecDiff (MLP)Pre-processing=POSNoise-processed, Classifier=Multi-Layer Perceptron2024.03 | 75 | 0.839 | 76.5 | 72.2 | 81.2 | 39 | 9 | 15 | 33 | |
| LUARPre-processing=POSNoise-processed2024.03 | 75 | 0.81 | 75.5 | 74 | 77.1 | 37 | 11 | 13 | 35 | |
| TAVeerPre-processing=Unprocessed corpora2024.03 | 72.9 | 0.842 | 73.5 | 75 | 72 | 36 | 12 | 14 | 34 | |
| LUARPre-processing=Original (non-POSNoise-processed), Fine-tuning=Fine-tuned using original corpora2024.03 | 71.9 | 0.831 | 72.7 | 70.6 | 75 | 36 | 12 | 15 | 33 | |
| ADHOMINEMPre-processing=POSNoise-processed2024.03 | 58.3 | 0.594 | 47.4 | 64.3 | 37.5 | 18 | 30 | 10 | 38 | |
| ADHOMINEMPre-processing=Original (non-POSNoise-processed), Fine-tuning=Fine-tuned using original corpora2024.03 | 57.3 | 0.607 | 43.8 | 64 | 33.3 | 16 | 32 | 9 | 39 |