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Binary Classification

Papers

Showing 21112120 of 2574 papers

TitleStatusHype
Astrometric Binary Classification Via Artificial Neural Networks0
A Study imbalance handling by various data sampling methods in binary classification0
A study of conceptual language similarity: comparison and evaluation0
A study on cost behaviors of binary classification measures in class-imbalanced problems0
A study on the role of subsidiary information in replay attack spoofing detection0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees0
A Symmetric Loss Perspective of Reliable Machine Learning0
Asymptotic Behavior of Adversarial Training in Binary Classification0
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified