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Binary Classification

Papers

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Showing 2101–2125 of 2574 papers

TitleStatusHype
Learning Convolutional Transforms for Lossy Point Cloud Geometry CompressionCode0
Supervised Machine Learning Techniques for Trojan Detection with Ring Oscillator Network—0
Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005)—0
Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning—0
Limiting Network Size within Finite Bounds for Optimization—0
A Fundamental Performance Limitation for Adversarial Classification—0
Lung CT Imaging Sign Classification through Deep Learning on Small Data—0
AFS: An Attention-based mechanism for Supervised Feature SelectionCode0
Supervised ML Solution for Band Assignment in Dual-Band Systems with Omnidirectional and Directional Antennas—0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation—0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness—0
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC MetricCode0
A Tunable Loss Function for Binary Classification—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
Generative Image Translation for Data Augmentation of Bone Lesion Pathology—0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones—0
Quantum Speedup in Adaptive Boosting of Binary Classification—0
Bayesian active learning for optimization and uncertainty quantification in protein dockingCode0
Gaussian Conditional Random Fields for Classification—0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
Active learning for binary classification with variable selection—0
Quasi-Newton Methods for Machine Learning: Forget the Past, Just SampleCode0
Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples—0
Deep Generative Learning via Variational Gradient FlowCode0
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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