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Binary Classification

Papers

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Showing 2101–2150 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
A Transformer-Based Framework for Payload Malware Detection and Classification—0
Attention-Based Methods For Audio Question Answering—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
Attribute noise robust binary classification—0
Attribution analysis of legal language as used by LLM—0
A Tunable Loss Function for Binary Classification—0
A Turing Test for Transparency—0
A Turkish Hate Speech Dataset and Detection System—0
A two-steps approach to improve the performance of Android malware detectors—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes—0
Auditing: Active Learning with Outcome-Dependent Query Costs—0
AUL is a better optimization metric in PU learning—0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning—0
A Univariate Bound of Area Under ROC—0
A Universal Growth Rate for Learning with Smooth Surrogate Losses—0
A U-statistic estimator for the variance of resampling-based error estimators—0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data—0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification—0
Automated Discovery of Mathematical Definitions in Text—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Automated dysgraphia detection by deep learning with SensoGrip—0
Automated external cervical resorption segmentation in cone-beam CT using local texture features—0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates—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