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Binary Classification

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Showing 1401–1450 of 2574 papers

TitleStatusHype
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories—0
Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins—0
EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM?—0
Enterprise Analytics using Graph Database and Graph-based Deep Learning—0
Entropy-difference based stereo error detection—0
E-PixelHop: An Enhanced PixelHop Method for Object Classification—0
EquiBench: Benchmarking Large Language Models' Understanding of Program Semantics via Equivalence Checking—0
Equity-Directed Bootstrapping: Examples and Analysis—0
Error Exponent in Agnostic PAC Learning—0
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
ETF Risk Models—0
Evaluating a Novel Neuroevolution and Neural Architecture Search System—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
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
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
Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems—0
Evolved Explainable Classifications for Lymph Node Metastases—0
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings—0
Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning—0
Exceedance Probability Forecasting via Regression for Significant Wave Height Prediction—0
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language—0
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification—0
Expectation propagation on the diluted Bayesian classifier—0
Experiments on Paraphrase Identification Using Quora Question Pairs Dataset—0
Generalization with Reverse-Calibration of Well and Seismic Data Using Machine Learning Methods for Complex Reservoirs Predicting During Early-Stage Geological Exploration Oil Field—0
Explainability of Highly Associated Fuzzy Churn Patterns in Binary Classification—0
Explainable AI for tool wear prediction in turning—0
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection—0
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data—0
Explainable Binary Classification of Separable Shape Ensembles—0
Explainable Depression Detection via Head Motion Patterns—0
Explainable Identification of Dementia from Transcripts using Transformer Networks—0
Explainable Metrics for the Assessment of Neurodegenerative Diseases through Handwriting Analysis—0
Explainable prediction of Qcodes for NOTAMs using column generation—0
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers—0
Explaining machine learning models for age classification in human gait analysis—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—0
Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests—0
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification—0
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets—0
Exploiting Unlabeled Data for Neural Grammatical Error Detection—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media—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