Page Classification on Wikipedia (40% train ratio)
82.93Micro-F1 ScoreLINE(1st+2nd)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LINE(1st+2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 82.93 | 82.83 | |
| LINE(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.63 | 81.52 | |
| SkipGramClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.57 | 81.46 | |
| LINE(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.24 | 81.13 | |
| GFClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.18 | 81.08 | |
| DeepWalkClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 80.69 | 80.56 | |
| LINE-SGD(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 78.18 | 78.09 | |
| LINE-SGD(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 77.85 | 77.71 |