Misclassification Detection on SMS Spam class
0.982AUROCUQ-D
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UQ-DClassifier=Naïve Bayes2026.02 | 0.982 | 15.07 | |
| X-MAPClassifier=LogReg, Topic Representation=Aleatory2026.02 | 0.9763 | 8.95 | |
| UQ-DClassifier=SVM2026.02 | 0.9734 | 11.76 | |
| X-MAPClassifier=SVM, Topic Representation=Original2026.02 | 0.9574 | 23.5 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=D-alpha2026.02 | 0.9475 | 45.04 | |
| X-MAPClassifier=LogReg, Topic Representation=Dissonance2026.02 | 0.9474 | 23.01 | |
| X-MAPClassifier=LogReg, Topic Representation=Vacuity2026.02 | 0.947 | 39.23 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=D-beta2026.02 | 0.9411 | 46.81 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=ODIN2026.02 | 0.9411 | 46.81 | |
| X-MAPClassifier=LogReg, Topic Representation=Original2026.02 | 0.9409 | 39.88 | |
| UQ-DClassifier=LogReg2026.02 | 0.9367 | 63.04 | |
| X-MAPClassifier=SVM, Topic Representation=D-alpha2026.02 | 0.9316 | 35.47 | |
| X-MAPClassifier=SVM, Topic Representation=Aleatory2026.02 | 0.9264 | 32.84 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=Original2026.02 | 0.9249 | 45.98 | |
| X-MAPClassifier=SVM, Topic Representation=D-beta2026.02 | 0.909 | 45.54 | |
| X-MAPClassifier=SVM, Topic Representation=ODIN2026.02 | 0.909 | 45.54 | |
| X-MAPClassifier=SVM, Topic Representation=Dissonance2026.02 | 0.9063 | 29.2 | |
| X-MAPClassifier=SVM, Topic Representation=REL-U2026.02 | 0.9057 | 39.52 | |
| X-MAPClassifier=LogReg, Topic Representation=D-alpha2026.02 | 0.8954 | 59 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=Aleatory2026.02 | 0.8655 | 70.81 | |
| X-MAPClassifier=SVM, Topic Representation=Vacuity2026.02 | 0.857 | 39.02 | |
| X-MAPClassifier=LogReg, Topic Representation=D-beta2026.02 | 0.8545 | 60.54 | |
| X-MAPClassifier=LogReg, Topic Representation=ODIN2026.02 | 0.8545 | 60.54 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=REL-U2026.02 | 0.8392 | 47.42 | |
| X-MAPClassifier=LogReg, Topic Representation=REL-U2026.02 | 0.8283 | 23.21 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=Dissonance2026.02 | 0.5941 | 100 | |
| X-MAPClassifier=Naïve Bayes, Topic Representation=Vacuity2026.02 | 0.5064 | 100 |