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Binary Classification

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Showing 1451–1500 of 2574 papers

TitleStatusHype
Exploring Lexical, Syntactic, and Semantic Features for Chinese Textual Entailment in NTCIR RITE Evaluation Tasks—0
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context—0
Exploring Sparsity in Multi-class Linear Discriminant Analysis—0
Exploring Strategies for Personalized Radiation Therapy Part I Unlocking Response-Related Tumor Subregions with Class Activation Mapping—0
Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata—0
Exponential convergence of testing error for stochastic gradient methods—0
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features—0
Extended and Unscented Gaussian Processes—0
Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models—0
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application—0
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection—0
Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning—0
Eye Movements as Indicators of Deception: A Machine Learning Approach—0
Facial Forgery-based Deepfake Detection using Fine-Grained Features—0
Factor Importance Ranking and Selection using Total Indices—0
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning—0
Fair Classification via Unconstrained Optimization—0
Fair Decision Rules for Binary Classification—0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation—0
Fairness-aware Model-agnostic Positive and Unlabeled Learning—0
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features—0
Fairness by Explicability and Adversarial SHAP Learning—0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product—0
Fairness in Machine Learning: A Survey—0
Fairness Through Regularization for Learning to Rank—0
Fake News Detection and Manipulation Reasoning via Large Vision-Language Models—0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case—0
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning—0
Fake Sentence Detection as a Training Task for Sentence Encoding—0
Fake Sentence Detection as a Training Task for Sentence Encoding—0
Fast Classification Rates for High-dimensional Gaussian Generative Models—0
Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods—0
Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices—0
Fast Interactive Image Retrieval using large-scale unlabeled data—0
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case—0
Fast semi-supervised discriminant analysis for binary classification of large data-sets—0
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks—0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models—0
Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data—0
Feature subset selection for kernel SVM classification via mixed-integer optimization—0
Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers—0
FedABC: Targeting Fair Competition in Personalized Federated Learning—0
Federated Quantum Machine Learning with Differential Privacy—0
Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning—0
Fiction in Russian Translation: A Translationese Study—0
''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text—0
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning—0
Financial Document Causality Detection Shared Task (FinCausal 2020)—0
Find Central Dogma Again: Leveraging Multilingual Transfer in Large Language Models—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