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Binary Classification

Papers

Showing 25312540 of 2574 papers

TitleStatusHype
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification0
3D Interest Point Detection via Discriminative Learning0
Manifold regularized kernel logistic regression for web image annotation0
A MapReduce based distributed SVM algorithm for binary classification0
A Methodology for Player Modeling based on Machine Learning0
The Law of Total Odds0
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation0
Learning with Noisy Labels0
Information-theoretic lower bounds for distributed statistical estimation with communication constraints0
Robust Bloom Filters for Large MultiLabel Classification Tasks0
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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