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Binary Classification

Papers

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Showing 1151–1175 of 2574 papers

TitleStatusHype
Adaptive calibration for binary classification—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models—0
Dealing with Imbalanced Classes in Bot-IoT Dataset—0
Automated Discovery of Mathematical Definitions in Text—0
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification—0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
Data Selection for ERMs—0
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection—0
Data-driven prediction and control of extreme events in a chaotic flow—0
A Model-free Closeness-of-influence Test for Features in Supervised Learning—0
Data-driven optimal stopping: A pure exploration analysis—0
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels—0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
Data Augmentation via Diffusion Model to Enhance AI Fairness—0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data—0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification—0
Accurate Streaming Support Vector Machines—0
3D Interest Point Detection via Discriminative Learning—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