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ResearchFormerly WizWand

Misclassification Detection on SMS Non-Spam class

0.9369AUROCUQ-D
0.3793560.5241030.668850.813597Feb 17, 2026
Updated 8mo ago

Evaluation results

MethodLinks
UQ-DClassifier=LogReg2026.020.936922.47
UQ-DClassifier=SVM2026.020.902833.56
X-MAPClassifier=LogReg, Topic Representation=Original2026.020.880735.88
X-MAPClassifier=LogReg, Topic Representation=Vacuity2026.020.880235.74
X-MAPClassifier=LogReg, Topic Representation=Dissonance2026.020.871139.71
UQ-DClassifier=Naïve Bayes2026.020.863848.42
X-MAPClassifier=LogReg, Topic Representation=D-alpha2026.020.853641.3
X-MAPClassifier=LogReg, Topic Representation=Aleatory2026.020.825361.86
X-MAPClassifier=LogReg, Topic Representation=D-beta2026.020.804155.15
X-MAPClassifier=LogReg, Topic Representation=ODIN2026.020.804155.15
X-MAPClassifier=SVM, Topic Representation=Dissonance2026.020.802773.51
X-MAPClassifier=SVM, Topic Representation=Original2026.020.78985.12
X-MAPClassifier=SVM, Topic Representation=Vacuity2026.020.774185.31
X-MAPClassifier=SVM, Topic Representation=D-alpha2026.020.753871.22
X-MAPClassifier=Naïve Bayes, Topic Representation=Original2026.020.727790.55
X-MAPClassifier=Naïve Bayes, Topic Representation=Aleatory2026.020.633280.84
X-MAPClassifier=SVM, Topic Representation=D-beta2026.020.632385.89
X-MAPClassifier=SVM, Topic Representation=ODIN2026.020.632385.89
X-MAPClassifier=Naïve Bayes, Topic Representation=Dissonance2026.020.628792.71
X-MAPClassifier=Naïve Bayes, Topic Representation=D-alpha2026.020.610595.52
X-MAPClassifier=SVM, Topic Representation=Aleatory2026.020.572295.45
X-MAPClassifier=Naïve Bayes, Topic Representation=D-beta2026.020.553198.38
X-MAPClassifier=Naïve Bayes, Topic Representation=ODIN2026.020.553198.38
X-MAPClassifier=LogReg, Topic Representation=REL-U2026.020.525293.97
X-MAPClassifier=Naïve Bayes, Topic Representation=Vacuity2026.020.5249100
X-MAPClassifier=SVM, Topic Representation=REL-U2026.020.400899.53