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Binary Classification

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Showing 1801–1850 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
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements—0
Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone—0
Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization—0
Machine learning for triage of strokes with large vessel occlusion using photoplethysmography biomarkers—0
Machine Learning in Industrial Quality Control of Glass Bottle Prints—0
Machine-Learning Kronecker Coefficients—0
Machine Learning with the Sugeno Integral: The Case of Binary Classification—0
Machine vision detection to daily facial fatigue with a nonlocal 3D attention network—0
Majorization-Minimization for sparse SVMs—0
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning—0
Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision—0
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers—0
Mammographic density: Comparison of visual assessment with fully automatic calculation on a multivendor dataset—0
Manifold regularized kernel logistic regression for web image annotation—0
MaNLP@SMM4H’22: BERT for Classification of Twitter Posts—0
MaNLP@SMM4H22: BERT for Classification of Twitter Posts—0
MARF: Multiscale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners—0
Margin-Independent Online Multiclass Learning via Convex Geometry—0
MarkMatch: Same-Hand Stuffing Detection—0
Matched Pair Calibration for Ranking Fairness—0
Matrix Product State Based Quantum Classifier—0
Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space -- Transformer Ensemble Models Tackling Deception and Persuasion—0
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing—0
MCD: Marginal Contrastive Discrimination for conditional density estimation—0
Measurability in the Fundamental Theorem of Statistical Learning—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