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Binary Classification

Papers

Showing 441450 of 2574 papers

TitleStatusHype
A Methodology for Player Modeling based on Machine Learning0
Binarizing by Classification: Is soft function really necessary?0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction0
A New Perspective on Pool-Based Active Classification and False-Discovery Control0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts0
Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method0
A New Variational Model for Binary Classification in the Supervised Learning Context0
An Exact Algorithm for F-Measure Maximization0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks0
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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