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Binary Classification

Papers

Showing 351360 of 2574 papers

TitleStatusHype
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data0
Accurate Streaming Support Vector Machines0
Balanced off-policy evaluation in general action spaces0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification0
Automated Discovery of Mathematical Definitions in Text0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks0
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification0
Bayesian Optimal Active Search and Surveying0
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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