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Binary Classification

Papers

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Showing 201–225 of 2574 papers

TitleStatusHype
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
Enumerating the k-fold configurations in multi-class classification problemsCode1
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Robust Contrastive Learning against Noisy ViewsCode1
Robust Loss Functions under Label Noise for Deep Neural NetworksCode1
Sampling Generative NetworksCode1
Multi-class Support Vector Machine with Maximizing Minimum MarginCode1
An Empirical Evaluation of End-to-End Polyphonic Optical Music RecognitionCode1
A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy—0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context—0
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold—0
A Fair Classifier Using Kernel Density Estimation—0
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons—0
Abnormal Road Surface Detection Using Wheel Sensor Data—0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework—0
A Comparison of Modeling Preprocessing Techniques—0
Adverse Drug Reaction Classification With Deep Neural Networks—0
Adversarial Surrogate Risk Bounds for Binary Classification—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—0
Explaining a probabilistic prediction on the simplex with Shapley compositions—0
Adversarial Surrogate Losses for Ordinal Regression—0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff—0
A comparative study on machine learning approaches for rock mass classification using drilling data—0
Adversarial Risk via Optimal Transport and Optimal Couplings—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