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Binary Classification

Papers

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Showing 1851–1900 of 2574 papers

TitleStatusHype
When is the majority-vote classifier beneficial?—0
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study—0
When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?—0
Who is More Bayesian: Humans or ChatGPT?—0
Who will dropout from university? Academic risk prediction based on interpretable machine learning—0
Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training—0
Why comparing survival curves between two subgroups may be misleading—0
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power—0
Xtreme Margin: A Tunable Loss Function for Binary Classification Problems—0
Y-net: 3D intracranial artery segmentation using a convolutional autoencoder—0
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles—0
YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic—0
"You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates—0
You can monitor your hydration level using your smartphone camera—0
Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers—0
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking—0
Zeroth-Order Optimization Finds Flat Minima—0
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization—0
zGAN: An Outlier-focused Generative Adversarial Network For Realistic Synthetic Data Generation—0
Task load dependent decision referrals for joint binary classification in human-automation teams—0
15 Keypoints Is All You Need—0
Optimized Score Transformation for Consistent Fair Classification—0
Active Learning for Binary Classification with Abstention—0
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans—0
Single Class Universum-SVM—0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams—0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments—0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees—0
Explaining a probabilistic prediction on the simplex with Shapley compositions—0
Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment—0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings—0
ClassiFIM: An Unsupervised Method To Detect Phase Transitions—0
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation—0
3D-EDM: Early Detection Model for 3D-Printer Faults—0
3D Interest Point Detection via Discriminative Learning—0
A Baseline for Self-state Identification and Classification in Mental Health Data: CLPsych 2025 Task—0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—0
Abnormal Road Surface Detection Using Wheel Sensor Data—0
A Boosting Algorithm for Positive-Unlabeled Learning—0
AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
Accelerated Neural Network Training with Rooted Logistic Objectives—0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling—0
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification—0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids—0
Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty—0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks—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