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Binary Classification

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Showing 1901–1925 of 2574 papers

TitleStatusHype
Accurate Streaming Support Vector Machines—0
Multiclass Online Learning and Uniform Convergence—0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
Achieving Small Test Error in Mildly Overparameterized Neural Networks—0
A Circuit Complexity Formulation of Algorithmic Information Theory—0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints—0
A Comparative Analysis of Android Malware—0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation—0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches—0
A comparative study on machine learning approaches for rock mass classification using drilling data—0
A Comparison of Modeling Preprocessing Techniques—0
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons—0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context—0
A comprehensive solution to retrieval-based chatbot construction—0
A Computational Approach to Relative Aesthetics—0
A Consequentialist Critique of Binary Classification Evaluation Practices—0
A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces—0
A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection—0
Active Heteroscedastic Regression—0
Active learning for binary classification with variable selection—0
Active Learning for Multi-class Image Classification—0
MaxiMin Active Learning in Overparameterized Model Classes—0
Active Model Aggregation via Stochastic Mirror Descent—0
ACTRESS: Active Retraining for Semi-supervised Visual Grounding—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