Page Classification on Wikipedia (60% train ratio)
83.37Micro-F1LINE(1st+2nd)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LINE(1st+2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 83.37 | 83.29 | |
| LINE(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.91 | 81.82 | |
| SkipGramClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.87 | 81.78 | |
| GFClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.54 | 81.4 | |
| LINE(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.52 | 81.43 | |
| DeepWalkClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.08 | 80.97 | |
| LINE-SGD(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 78.96 | 78.83 | |
| LINE-SGD(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 78.25 | 78.12 |