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Binary Classification

Papers

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Showing 1851–1900 of 2574 papers

TitleStatusHype
Measuring Pain in Sickle Cell Disease using Clinical Text—0
Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power—0
Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images—0
MEMD-HHT based Emotion Detection from EEG using 3D CNN—0
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients—0
Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere's Disease—0
Meta-Evaluating Local LLMs: Rethinking Performance Metrics for Serious Games—0
Metalearning with Very Few Samples Per Task—0
Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules—0
Metric Elicitation; Moving from Theory to Practice—0
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making—0
Minimax Lower Bounds for Cost Sensitive Classification—0
Minimax Lower Bounds for Realizable Transductive Classification—0
Minimum Excess Risk in Bayesian Learning—0
Mining Invariance from Nonlinear Multi-Environment Data: Binary Classification—0
Mining Program Properties From Neural Networks Trained on Source Code Embeddings—0
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning—0
Misogyny and Aggressiveness Tend to Come Together and Together We Address Them—0
Mitigating Nonlinear Algorithmic Bias in Binary Classification—0
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease—0
MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?—0
ML Supported Predictions for SAT Solvers Performance—0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification—0
Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features—0
Model-Agnostic Private Learning via Stability—0
Model-Based Learning for DOA Estimation with One-Bit Single-Snapshot Sparse Arrays—0
Modeling Engagement in Long-Term, In-Home Socially Assistive Robot Interventions for Children with Autism Spectrum Disorders—0
Modeling offensive content detection for TikTok—0
Modeling Quantum Machine Learning for Genomic Data Analysis—0
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation—0
Model Will Tell: Training Membership Inference for Diffusion Models—0
Monitoring snow avalanches from SAR data with deep learning—0
Monotone Learning—0
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning—0
Morphological classification of astronomical images with limited labelling—0
Motor Imagery EEG Signals: Multi-Task Classification and Subject Identification with a Lightweight CNN—0
Movie Box office Prediction via Joint Actor Representations and Social Media Sentiment—0
MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling—0
MulBot: Unsupervised Bot Detection Based on Multivariate Time Series—0
Multi-borders classification—0
Multi-channel deep convolutional neural networks for multi-classifying thyroid disease—0
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing—0
Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers—0
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?—0
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules—0
Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation—0
Multiclass learnability and the ERM principle—0
Multiclass Learning Approaches: A Theoretical Comparison with Implications—0
Multiclass Learning with Simplex Coding—0
Multiclass Model for Agriculture development using Multivariate Statistical method—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