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Binary Classification

Papers

Showing 20412050 of 2574 papers

TitleStatusHype
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements0
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks0
Hierarchical Transfer Learning for Multi-label Text Classification0
Classification of glomerular hypercellularity using convolutional features and support vector machine0
Automatic Hierarchical Classification of Kelps using Deep Residual Features0
Analyzing CART0
LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning0
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified