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Misclassification Detection on SMS Spam class

0.982AUROCUQ-D
0.4873760.6157880.74420.872612Feb 17, 2026

Evaluation results

MethodLinks
UQ-DClassifier=Naïve Bayes2026.020.98215.07
X-MAPClassifier=LogReg, Topic Representation=Aleatory2026.020.97638.95
UQ-DClassifier=SVM2026.020.973411.76
X-MAPClassifier=SVM, Topic Representation=Original2026.020.957423.5
X-MAPClassifier=Naïve Bayes, Topic Representation=D-alpha2026.020.947545.04
X-MAPClassifier=LogReg, Topic Representation=Dissonance2026.020.947423.01
X-MAPClassifier=LogReg, Topic Representation=Vacuity2026.020.94739.23
X-MAPClassifier=Naïve Bayes, Topic Representation=D-beta2026.020.941146.81
X-MAPClassifier=Naïve Bayes, Topic Representation=ODIN2026.020.941146.81
X-MAPClassifier=LogReg, Topic Representation=Original2026.020.940939.88
UQ-DClassifier=LogReg2026.020.936763.04
X-MAPClassifier=SVM, Topic Representation=D-alpha2026.020.931635.47
X-MAPClassifier=SVM, Topic Representation=Aleatory2026.020.926432.84
X-MAPClassifier=Naïve Bayes, Topic Representation=Original2026.020.924945.98
X-MAPClassifier=SVM, Topic Representation=D-beta2026.020.90945.54
X-MAPClassifier=SVM, Topic Representation=ODIN2026.020.90945.54
X-MAPClassifier=SVM, Topic Representation=Dissonance2026.020.906329.2
X-MAPClassifier=SVM, Topic Representation=REL-U2026.020.905739.52
X-MAPClassifier=LogReg, Topic Representation=D-alpha2026.020.895459
X-MAPClassifier=Naïve Bayes, Topic Representation=Aleatory2026.020.865570.81
X-MAPClassifier=SVM, Topic Representation=Vacuity2026.020.85739.02
X-MAPClassifier=LogReg, Topic Representation=D-beta2026.020.854560.54
X-MAPClassifier=LogReg, Topic Representation=ODIN2026.020.854560.54
X-MAPClassifier=Naïve Bayes, Topic Representation=REL-U2026.020.839247.42
X-MAPClassifier=LogReg, Topic Representation=REL-U2026.020.828323.21
X-MAPClassifier=Naïve Bayes, Topic Representation=Dissonance2026.020.5941100
X-MAPClassifier=Naïve Bayes, Topic Representation=Vacuity2026.020.5064100