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Binary Classification

Papers

Showing 6170 of 2574 papers

TitleStatusHype
Performance Estimation in Binary Classification Using Calibrated Confidence0
PAC-Bayesian risk bounds for fully connected deep neural network with Gaussian priors0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data0
Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems0
AnomalyMatch: Discovering Rare Objects of Interest with Semi-supervised and Active LearningCode0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation0
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos0
Eye Movements as Indicators of Deception: A Machine Learning Approach0
A Self-Supervised Transformer for Unusable Shared Bike Detection0
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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