Domain names classification on TI Time sequencing 2016
81.3AUCW2V-SkipGram + GNB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| W2V-SkipGram + GNBBase Model=W2V-SkipGram, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 81.3 | 50.3 | 50.7 | |
| W2V-SkipGram + SVMBase Model=W2V-SkipGram, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 80.5 | 49.1 | 51 | |
| W2V-CBOW + SVMBase Model=W2V-CBOW, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 79.9 | 45.7 | 47.9 | |
| DNS-GT + GNBBase Model=DNS-GT, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 77.4 | 45.3 | 46.6 | |
| DNS-GT + SVMBase Model=DNS-GT, External Classifier=SVM, Protocol=w/ External Classifiers2026.03 | 76.5 | 45 | 45 | |
| W2V-SkipGram + AdaBoostBase Model=W2V-SkipGram, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 76.2 | 43.1 | 43.1 | |
| W2V-CBOW + AdaBoostBase Model=W2V-CBOW, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 72.2 | 39.6 | 39.6 | |
| DNS-GT (End-to-End)Base Model=DNS-GT, Protocol=End-to-End2026.03 | 70.9 | 33.9 | 46.5 | |
| DNS-GT + AdaBoostBase Model=DNS-GT, External Classifier=AdaBoost, Protocol=w/ External Classifiers2026.03 | 69.8 | 37.4 | 37.4 | |
| W2V-SkipGram (End-to-End)Base Model=W2V-SkipGram, Protocol=End-to-End2026.03 | 68.8 | 40.8 | 40.8 | |
| W2V-CBOW + GNBBase Model=W2V-CBOW, External Classifier=GNB, Protocol=w/ External Classifiers2026.03 | 67.8 | 34.8 | 35.6 | |
| DNS-GT + HBOSBase Model=DNS-GT, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 67.8 | 30.4 | 35.7 | |
| W2V-SkipGram + Decision TreeBase Model=W2V-SkipGram, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 67.7 | 40.9 | 40.9 | |
| DNS-GT + VAEBase Model=DNS-GT, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 67.4 | 35 | 35 | |
| DNS-GT + SUODBase Model=DNS-GT, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 65.1 | 23.1 | 33.2 | |
| W2V-SkipGram + ABODBase Model=W2V-SkipGram, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 64.3 | 28.1 | 29 | |
| W2V-CBOW + ABODBase Model=W2V-CBOW, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 61.4 | 28.2 | 30.6 | |
| W2V-SkipGram + SUODBase Model=W2V-SkipGram, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 60.9 | 5.6 | 32.1 | |
| W2V-SkipGram + VAEBase Model=W2V-SkipGram, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 60 | 11 | 31.8 | |
| W2V-SkipGram + HBOSBase Model=W2V-SkipGram, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 59.5 | 10.2 | 31.6 | |
| DNS-GT + Decision TreeBase Model=DNS-GT, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 59.5 | 32.5 | 32.5 | |
| W2V-CBOW + Decision TreeBase Model=W2V-CBOW, External Classifier=Decision Tree, Protocol=w/ External Classifiers2026.03 | 59 | 32 | 32 | |
| W2V-CBOW + VAEBase Model=W2V-CBOW, External Classifier=VAE, Protocol=w/ External Classifiers2026.03 | 58.1 | 7.6 | 31.6 | |
| DNS-GT + ABODBase Model=DNS-GT, External Classifier=ABOD, Protocol=w/ External Classifiers2026.03 | 58 | 28.3 | 29.8 | |
| W2V-CBOW (End-to-End)Base Model=W2V-CBOW, Protocol=End-to-End2026.03 | 57.9 | 28.4 | 30.9 | |
| W2V-CBOW + SUODBase Model=W2V-CBOW, External Classifier=SUOD, Protocol=w/ External Classifiers2026.03 | 57.6 | 7.8 | 32 | |
| W2V-CBOW + HBOSBase Model=W2V-CBOW, External Classifier=HBOS, Protocol=w/ External Classifiers2026.03 | 57.2 | 5.3 | 31.6 |