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Binary Classification

Papers

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Showing 1801–1825 of 2574 papers

TitleStatusHype
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information—0
LLM-Powered Intent-Based Categorization of Phishing Emails—0
Localized Forest Fire Risk Prediction: A Department-Aware Approach for Operational Decision Support—0
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing—0
Local Score Dependent Model Explanation for Time Dependent Covariates—0
Logarithmic Time One-Against-Some—0
LogGENE: A smooth alternative to check loss for Deep Healthcare Inference Tasks—0
Logic interpretations of ANN partition cells—0
Logistic Ensemble Models—0
Long Short-Term Memory Neural Network for Financial Time Series—0
LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts—0
Loss-guided Stability Selection—0
Low-Rank Tensor Learning by Generalized Nonconvex Regularization—0
Low-resource classification of mobility functioning information in clinical sentences using large language models—0
Lp Quasi-norm Minimization: Algorithm and Applications—0
LProtector: An LLM-driven Vulnerability Detection System—0
LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection—0
LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models—0
LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish—0
Lung CT Imaging Sign Classification through Deep Learning on Small Data—0
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts—0
M3H: Multimodal Multitask Machine Learning for Healthcare—0
Machine Fault Classification using Hamiltonian Neural Networks—0
Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data—0
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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