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Binary Classification

Papers

Showing 801810 of 2574 papers

TitleStatusHype
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts0
A New Perspective on Pool-Based Active Classification and False-Discovery Control0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes0
A new method for binary classification of proteins with Machine Learning0
Binarizing by Classification: Is soft function really necessary?0
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm0
Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning0
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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