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Binary Classification

Papers

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Showing 1401–1425 of 2574 papers

TitleStatusHype
Fundamental Limits of Transfer Learning in Binary Classifications—0
Scaling Densities For Improved Density Ratio Estimation—0
Multi-Task Distribution Learning—0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification—0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications—0
Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics—0
Prediction of severe thunderstorm events with ensemble deep learning and radar data—0
Transforming Fake News: Robust Generalisable News Classification Using TransformersCode0
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study—0
Violence Detection in Videos—0
The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations—0
Utterance-level neural confidence measure for end-to-end children speech recognition—0
Explainable Identification of Dementia from Transcripts using Transformer Networks—0
Predicting Loss Risks for B2B Tendering Processes—0
On the Efficiency of Subclass Knowledge Distillation in Classification Tasks—0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network—0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks—0
Spatiotemporal Inconsistency Learning for DeepFake Video Detection—0
Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks—0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
Automatic Transformation of Clinical Narratives into Structured Format—0
Siamese Networks for Inference in Malayalam Language Texts—0
Word Discriminations for Vocabulary Inventory PredictionCode0
Fiction in Russian Translation: A Translationese Study—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