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Binary Classification

Papers

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Showing 1051–1075 of 2574 papers

TitleStatusHype
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks—0
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts—0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning—0
Classification of optics-free images with deep neural networks—0
A generalized quadratic loss for SVM and Deep Neural Networks—0
AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing—0
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks—0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems—0
Classification of glomerular hypercellularity using convolutional features and support vector machine—0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach—0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models—0
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation—0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings—0
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks—0
Classification of Censored Tweets in Chinese Language using XLNet—0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification—0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets—0
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability—0
A generalized flow for multi-class and binary classification tasks: An Azure ML approach—0
A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces—0
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
Classification approach based on association rules mining for unbalanced data—0
Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 2016—0
Classification algorithms applied to structure formation simulations—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