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Binary Classification

Papers

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Showing 2026–2050 of 2574 papers

TitleStatusHype
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks—0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges—0
Anatomical Pattern Analysis for decoding visual stimuli in human brains—0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes—0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC—0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
An Energy-Based Framework for Arbitrary Label Noise Correction—0
An ensemble learning framework based on group decision making—0
An Entropic Metric for Measuring Calibration of Machine Learning Models—0
A new analytical approach to consistency and overfitting in regularized empirical risk minimization—0
A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding—0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning—0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm—0
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification—0
A new method for binary classification of proteins with Machine Learning—0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
A New Variational Model for Binary Classification in the Supervised Learning Context—0
An Exact Algorithm for F-Measure Maximization—0
An example of use of Variational Methods in Quantum Machine Learning—0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks—0
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition—0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification—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