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Binary Classification

Papers

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Showing 2551–2574 of 2574 papers

TitleStatusHype
Enhancing binary classification: A new stacking method via leveraging computational geometry—0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images—0
Enhancing Edge Intelligence with Highly Discriminant LNT Features—0
Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization—0
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem—0
Non-Invasive Suicide Risk Prediction Through Speech Analysis—0
Enhancing the Identification of Cyberbullying through Participant Roles—0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
Ensemble Committees for Stock Return Classification and Prediction—0
Ensemble Methods for Sequence Classification with Hidden Markov Models—0
Ensemble Models for Detecting Wikidata Vandalism with Stacking - Team Honeyberry Vandalism Detector at WSDM Cup 2017—0
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories—0
Ensemble pruning via an integer programming approach with diversity constraints—0
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
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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