Domain names classification on TI Fixed sequencing 2016
0.846AUCW2V-CBOW + SVM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| W2V-CBOW + SVMBase Model=W2V-CBOW, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 0.846 | 52.4 | 53.1 | |
| W2V-CBOW + GNBBase Model=W2V-CBOW, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 0.821 | 49.4 | 50.8 | |
| W2V-CBOW + AdaBoostBase Model=W2V-CBOW, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 0.79 | 44.8 | 44.8 | |
| W2V-SkipGram + SVMBase Model=W2V-SkipGram, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 0.781 | 48.9 | 48.9 | |
| W2V-SkipGram + GNBBase Model=W2V-SkipGram, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 0.755 | 46.4 | 46.4 | |
| W2V-SkipGram + AdaBoostBase Model=W2V-SkipGram, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 0.75 | 40.4 | 40.4 | |
| DNS-GT (End-to-End)Base Model=DNS-GT, Protocol=End-to-End2026.03 | 0.716 | 37.9 | 42.7 | |
| DNS-GT + GNBBase Model=DNS-GT, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 0.715 | 39 | 39.4 | |
| DNS-GT + SVMBase Model=DNS-GT, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 0.693 | 37.4 | 37.8 | |
| W2V-SkipGram (End-to-End)Base Model=W2V-SkipGram, Protocol=End-to-End2026.03 | 0.682 | 42.7 | 42.7 | |
| W2V-SkipGram + ABODBase Model=W2V-SkipGram, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 0.676 | 28.2 | 31.2 | |
| DNS-GT + AdaBoostBase Model=DNS-GT, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 0.657 | 34 | 34 | |
| W2V-CBOW + ABODBase Model=W2V-CBOW, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 0.643 | 28.1 | 28.1 | |
| W2V-SkipGram + Decision TreeBase Model=W2V-SkipGram, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 0.64 | 36.8 | 36.8 | |
| W2V-CBOW + Decision TreeBase Model=W2V-CBOW, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 0.62 | 34.8 | 34.8 | |
| DNS-GT + VAEBase Model=DNS-GT, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 0.61 | 11.9 | 29.9 | |
| DNS-GT + HBOSBase Model=DNS-GT, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 0.61 | 7.6 | 31.2 | |
| W2V-CBOW + SUODBase Model=W2V-CBOW, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 0.609 | 5.6 | 32.1 | |
| W2V-SkipGram + SUODBase Model=W2V-SkipGram, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 0.606 | 6.6 | 30.9 | |
| DNS-GT + SUODBase Model=DNS-GT, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 0.605 | 4.1 | 30.5 | |
| W2V-CBOW + VAEBase Model=W2V-CBOW, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 0.6 | 11 | 31.8 | |
| W2V-SkipGram + VAEBase Model=W2V-SkipGram, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 0.599 | 16.7 | 30.6 | |
| W2V-SkipGram + HBOSBase Model=W2V-SkipGram, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 0.596 | 23 | 30.5 | |
| W2V-CBOW + HBOSBase Model=W2V-CBOW, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 0.595 | 10.2 | 31.6 | |
| W2V-CBOW (End-to-End)Base Model=W2V-CBOW, Protocol=End-to-End2026.03 | 0.591 | 32.6 | 35.1 | |
| DNS-GT + ABODBase Model=DNS-GT, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 0.552 | 28.5 | 28.7 | |
| DNS-GT + Decision TreeBase Model=DNS-GT, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 0.549 | 28.3 | 28.3 |