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Binary Classification

Papers

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Showing 501–550 of 2574 papers

TitleStatusHype
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens—0
Building Decision Forest via Deep Reinforcement Learning—0
A mean curvature flow arising in adversarial training—0
Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering—0
CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence—0
On the Variance of Neural Network Training with respect to Test Sets and Distributions—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Calibrating Deep Neural Networks by Pairwise Constraints—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese—0
Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—0
A two-steps approach to improve the performance of Android malware detectors—0
Amazon Books Rating prediction & Recommendation Model—0
A Turkish Hate Speech Dataset and Detection System—0
A Turing Test for Transparency—0
A MapReduce based distributed SVM algorithm for binary classification—0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media—0
A Tunable Loss Function for Binary Classification—0
A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure—0
Attribution analysis of legal language as used by LLM—0
Attribute noise robust binary classification—0
A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer)—0
Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty—0
3D-EDM: Early Detection Model for 3D-Printer Faults—0
Comparative judgments are more consistent than binary classification for labelling word complexity—0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
Alternative Microfoundations for Strategic Classification—0
Attention-Based Methods For Audio Question Answering—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit—0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids—0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology—0
A topic-based sentence representation for extractive text summarization—0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations—0
A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning—0
A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks—0
A Loopback Network for Explainable Microvascular Invasion Classification—0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—0
A termination criterion for stochastic gradient descent for binary classification—0
A temporal model for multiple sclerosis course evolution—0
A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss—0
Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis—0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
A logical alarm for misaligned binary classifiers—0
ACTRESS: Active Retraining for Semi-supervised Visual Grounding—0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees—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