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Binary Classification

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Showing 1576–1600 of 2574 papers

TitleStatusHype
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization—0
Handling Imbalanced Data: A Case Study for Binary Class Problems—0
Handwritten and Printed Text Segmentation: A Signature Case Study—0
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites—0
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators—0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring—0
HateBR: Large expert annotated corpus of Brazilian Instagram comments for abusive language detection—0
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography—0
hep-th—0
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization—0
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine—0
Automatic Hierarchical Classification of Kelps using Deep Residual Features—0
Hierarchical CVAE for Fine-Grained Hate Speech Classification—0
Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data—0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis—0
Hierarchical Transfer Learning for Multi-label Text Classification—0
High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization—0
High-dimensional classification problems with Barron regular boundaries under margin conditions—0
High-dimensional Learning with Noisy Labels—0
High-Dimensional Penalized Bernstein Support Vector Machines—0
Highlights of Semantics in Multi-objective Genetic Programming—0
High-performance automated abstract screening with large language model ensembles—0
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—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