Page Classification on Wikipedia (70% train ratio)
83.52Micro F1LINE(1st+2nd)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LINE(1st+2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 83.52 | 83.42 | |
| LINE(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 82 | 81.92 | |
| SkipGramClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.98 | 81.88 | |
| GFClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.63 | 81.52 | |
| LINE(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.61 | 81.51 | |
| DeepWalkClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.21 | 81.11 | |
| LINE-SGD(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 79.19 | 79.08 | |
| LINE-SGD(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 78.39 | 78.24 |