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Binary Classification

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Showing 851–900 of 2574 papers

TitleStatusHype
Distributed Inference for Linear Support Vector Machine—0
Distributed estimation of principal support vector machines for sufficient dimension reduction—0
BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis—0
An Energy-Based Framework for Arbitrary Label Noise Correction—0
BERT-based Acronym Disambiguation with Multiple Training Strategies—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
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification—0
DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions—0
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication—0
Benign overfitting in leaky ReLU networks with moderate input dimension—0
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization—0
Discrete Rényi Classifiers—0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth—0
Discovery Radiomics via StochasticNet Sequencers for Cancer Detection—0
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation—0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization—0
Benign Overfitting under Learning Rate Conditions for α Sub-exponential Input—0
A Deep Convolutional Neural Network for Lung Cancer Diagnostic—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
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge—0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models—0
Early-stopped neural networks are consistent—0
Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks—0
Benchmarking unsupervised near-duplicate image detection—0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling—0
Ecological Neural Architecture Search—0
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System—0
Effective Data Augmentation for Sentence Classification Using One VAE per Class—0
Effectively Leveraging BERT for Legal Document Classification—0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC—0
Direct Loss Minimization for Structured Prediction—0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation—0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation—0
Efficient Large-Scale Structured Learning—0
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM—0
Diffusion models applied to skin and oral cancer classification—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
Diffusion Methods for Classification with Pairwise Relationships—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—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