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Binary Classification

Papers

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Showing 1151–1200 of 2574 papers

TitleStatusHype
Adaptive calibration for binary classification—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models—0
Dealing with Imbalanced Classes in Bot-IoT Dataset—0
Automated Discovery of Mathematical Definitions in Text—0
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification—0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
Data Selection for ERMs—0
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection—0
Data-driven prediction and control of extreme events in a chaotic flow—0
A Model-free Closeness-of-influence Test for Features in Supervised Learning—0
Data-driven optimal stopping: A pure exploration analysis—0
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels—0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
Data Augmentation via Diffusion Model to Enhance AI Fairness—0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data—0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification—0
Accurate Streaming Support Vector Machines—0
3D Interest Point Detection via Discriminative Learning—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification—0
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification—0
A U-statistic estimator for the variance of resampling-based error estimators—0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing—0
A Universal Growth Rate for Learning with Smooth Surrogate Losses—0
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
A Univariate Bound of Area Under ROC—0
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks—0
Cyber Knowledge Completion Using Large Language Models—0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning—0
A Methodology for Player Modeling based on Machine Learning—0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language—0
CVAE-based Re-anchoring for Implicit Discourse Relation Classification—0
Curating corpora with classifiers: A case study of clean energy sentiment online—0
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks—0
AUL is a better optimization metric in PU learning—0
A method for classification of data with uncertainty using hypothesis testing—0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification—0
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense—0
Auditing: Active Learning with Outcome-Dependent Query Costs—0
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data—0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness—0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes—0
A mean curvature flow arising in adversarial training—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