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Binary Classification

Papers

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Showing 601–625 of 2574 papers

TitleStatusHype
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses—0
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection—0
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare—0
Comparison theorems on large-margin learning—0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods—0
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks—0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking—0
Complementary to Multiple Labels: A Correlation-Aware Correction Approach—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Compressing (Multidimensional) Learned Bloom Filters—0
Compressor-Based Classification for Atrial Fibrillation Detection—0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan—0
A Large Visual, Qualitative and Quantitative Dataset of Web Pages—0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue—0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning—0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset—0
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization—0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods—0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing—0
Conformal Transformation of Kernels: A Geometric Perspective on Text Classification—0
CONSENT: Context Sensitive Transformer for Bold Words Classification—0
Consistency Analysis for Binary Classification Revisited—0
A Hybrid Approach for Binary Classification of Imbalanced Data—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