Page Classification on Wikipedia (50% train ratio)
83.16Micro-F1LINE(1st+2nd)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LINE(1st+2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 83.16 | 83.07 | |
| LINE(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.8 | 81.71 | |
| SkipGramClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.71 | 81.63 | |
| LINE(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.4 | 81.29 | |
| GFClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 81.38 | 81.26 | |
| DeepWalkClassifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 80.92 | 80.82 | |
| LINE-SGD(2nd)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 78.63 | 78.53 | |
| LINE-SGD(1st)Classifier=one-vs-rest logistic regression, Evaluation Protocol=10-run average2015.03 | 78.08 | 77.94 |