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Binary Classification

Papers

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Showing 526–550 of 2574 papers

TitleStatusHype
Detecting Financial Bots on the Ethereum BlockchainCode0
Dealing with Imbalanced Classes in Bot-IoT Dataset—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
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
Understanding the Ranking Loss for Recommendation with Sparse User FeedbackCode2
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Next day fire prediction via semantic segmentation—0
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—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
Predictive Analysis of Tuberculosis Treatment Outcomes Using Machine Learning: A Karnataka TB Data Study at a Scale—0
Model Will Tell: Training Membership Inference for Diffusion Models—0
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance—0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
Better than classical? The subtle art of benchmarking quantum machine learning modelsCode7
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning—0
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification—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