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Binary Classification

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Showing 2501–2525 of 2574 papers

TitleStatusHype
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification—0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning—0
Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification—0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers—0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification—0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification—0
D-SVM over Networked Systems with Non-Ideal Linking Conditions—0
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization—0
Dutch Humor Detection by Generating Negative Examples—0
Dynamically Stable Infinite-Width Limits of Neural Classifiers—0
Dynamic Feature Scaling for Online Learning of Binary Classifiers—0
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron—0
Dynamic Spectrum Matching with One-shot Learning—0
Early Detection of At-Risk Students Using Machine Learning—0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 2023—0
Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics—0
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization—0
Early prediction of the transferability of bovine embryos from videomicroscopy—0
Early-stopped neural networks are consistent—0
Earthquake magnitude prediction in Hindukush region using machine learning techniques—0
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods—0
Ecological Neural Architecture Search—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