Domain names classification on TI Density sequencing 2016
84.8AUCDNS-GT (End-to-End)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DNS-GT (End-to-End)Base Model=DNS-GT, Protocol=End-to-End2026.03 | 84.8 | 56.7 | 65.4 | |
| W2V-CBOW + SVMBase Model=W2V-CBOW, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 81.1 | 49.2 | 53.5 | |
| DNS-GT + SVMBase Model=DNS-GT, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 78.4 | 46.7 | 47.8 | |
| W2V-CBOW (End-to-End)Base Model=W2V-CBOW, Protocol=End-to-End2026.03 | 77.9 | 45.8 | 59.6 | |
| DNS-GT + GNBBase Model=DNS-GT, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 76.7 | 45.7 | 46.3 | |
| W2V-SkipGram + GNBBase Model=W2V-SkipGram, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 76.6 | 48.2 | 48.3 | |
| W2V-CBOW + AdaBoostBase Model=W2V-CBOW, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 74.8 | 41.1 | 41.1 | |
| W2V-CBOW + GNBBase Model=W2V-CBOW, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 73.8 | 42.7 | 43.3 | |
| W2V-SkipGram + SVMBase Model=W2V-SkipGram, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 72.2 | 37.4 | 40.9 | |
| DNS-GT + AdaBoostBase Model=DNS-GT, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 72.2 | 39.5 | 39.5 | |
| W2V-SkipGram + AdaBoostBase Model=W2V-SkipGram, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 66.6 | 35.5 | 35.5 | |
| W2V-SkipGram (End-to-End)Base Model=W2V-SkipGram, Protocol=End-to-End2026.03 | 65.6 | 26.9 | 49.6 | |
| DNS-GT + VAEBase Model=DNS-GT, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 65.1 | 29 | 34.2 | |
| DNS-GT + HBOSBase Model=DNS-GT, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 65 | 26.4 | 33.8 | |
| DNS-GT + SUODBase Model=DNS-GT, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 64.9 | 21.6 | 34.4 | |
| W2V-CBOW + SUODBase Model=W2V-CBOW, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 61.6 | 10.6 | 31.3 | |
| W2V-CBOW + Decision TreeBase Model=W2V-CBOW, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 60.6 | 33.5 | 33.5 | |
| W2V-CBOW + ABODBase Model=W2V-CBOW, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 60.5 | 28.2 | 29.4 | |
| W2V-SkipGram + Decision TreeBase Model=W2V-SkipGram, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 60 | 32.9 | 32.9 | |
| W2V-CBOW + VAEBase Model=W2V-CBOW, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 59.8 | 14.4 | 30.5 | |
| W2V-CBOW + HBOSBase Model=W2V-CBOW, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 59.6 | 12.9 | 30.2 | |
| W2V-SkipGram + ABODBase Model=W2V-SkipGram, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 58.9 | 28.1 | 29.7 | |
| DNS-GT + ABODBase Model=DNS-GT, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 58.3 | 28.1 | 29 | |
| DNS-GT + Decision TreeBase Model=DNS-GT, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 56.8 | 30 | 30 | |
| W2V-SkipGram + SUODBase Model=W2V-SkipGram, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 54.9 | 3.5 | 29.7 | |
| W2V-SkipGram + VAEBase Model=W2V-SkipGram, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 54.2 | 9 | 29.3 | |
| W2V-SkipGram + HBOSBase Model=W2V-SkipGram, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 53.4 | 7.1 | 29.6 |