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Binary Classification

Papers

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Showing 701–725 of 2574 papers

TitleStatusHype
Dealing with Imbalanced Classes in Bot-IoT Dataset—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
State of the art applications of deep learning within tracking and detecting marine debris: A survey—0
On the rates of convergence for learning with convolutional neural networks—0
A Novel Loss Function-based Support Vector Machine for Binary Classification—0
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathologyCode0
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Next day fire prediction via semantic segmentation—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text—0
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning—0
A comparative study on machine learning approaches for rock mass classification using drilling data—0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids—0
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches—0
Model Will Tell: Training Membership Inference for Diffusion Models—0
Predictive Analysis of Tuberculosis Treatment Outcomes Using Machine Learning: A Karnataka TB Data Study at a Scale—0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance—0
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification—0
Benign overfitting in leaky ReLU networks with moderate input dimension—0
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning—0
On the Generalization Ability of Unsupervised Pretraining—0
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
Application of Quantum Tensor Networks for Protein Classification—0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network—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