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Binary Classification

Papers

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Showing 2101–2125 of 2574 papers

TitleStatusHype
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods—0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification—0
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study—0
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks—0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data—0
Assessing Upper Limb Motor Function in the Immediate Post-Stroke Perioud Using Accelerometry—0
Assigning a Grade: Accurate Measurement of Road Quality Using Satellite Imagery—0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning—0
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization—0
A Streaming Algorithm for Crowdsourced Data Classification—0
Astrometric Binary Classification Via Artificial Neural Networks—0
A Study imbalance handling by various data sampling methods in binary classification—0
A study of conceptual language similarity: comparison and evaluation—0
A study on cost behaviors of binary classification measures in class-imbalanced problems—0
A study on the role of subsidiary information in replay attack spoofing detection—0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data—0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees—0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis—0
A temporal model for multiple sclerosis course evolution—0
A termination criterion for stochastic gradient descent for binary classification—0
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks—0
A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning—0
A topic-based sentence representation for extractive text summarization—0
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Benchmark Results

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