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Binary Classification

Papers

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Showing 951–975 of 2574 papers

TitleStatusHype
Estimating Learnability in the Sublinear Data Regime—0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression—0
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits—0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums—0
ETF Risk Models—0
A Report on the Complex Word Identification Shared Task 2018—0
Evaluating a Novel Neuroevolution and Neural Architecture Search System—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—0
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods—0
Evaluating the Correctness of Explainable AI Algorithms for Classification—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques—0
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification—0
Boosting in the presence of outliers: adaptive classification with non-convex loss functions—0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning—0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness—0
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI—0
Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022—0
Boosting with Abstention—0
Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems—0
Are Face Detection Models Biased?—0
Evolved Explainable Classifications for Lymph Node Metastases—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—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