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Binary Classification

Papers

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Showing 1326–1350 of 2574 papers

TitleStatusHype
Bias Mitigation in Machine Translation Quality EstimationCode0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models—0
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass ClassificationCode0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
Data-driven prediction and control of extreme events in a chaotic flow—0
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model—0
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization—0
Inducing Gaussian Process Networks—0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices—0
Imbalanced Classification via a Tabular Translation GAN—0
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language—0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition—0
MARF: Multiscale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners—0
Generalization Error Bounds for Multiclass Sparse Linear Classifiers—0
Breaking Fair Binary Classification with Optimal Flipping Attacks—0
Intersection Prediction from Single 360° Image via Deep Detection of Possible Direction of Travel—0
On Improving Cross-dataset Generalization of Deepfake Detectors—0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification—0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-GuidanceCode0
Building Decision Forest via Deep Reinforcement Learning—0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
Learning multiobjective rough terrain traversability—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—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