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Binary Classification

Papers

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Showing 1176–1200 of 2574 papers

TitleStatusHype
Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
GuReT: Distinguishing Guilt and Regret related Text—0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
Handling Class Imbalance in Link Prediction using Learning to Rank Techniques—0
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
A Fundamental Performance Limitation for Adversarial Classification—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
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars—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
A Consequentialist Critique of Binary Classification Evaluation Practices—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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