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Binary Classification

Papers

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Showing 1201–1225 of 2574 papers

TitleStatusHype
High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization—0
Comparison of machine learning and deep learning techniques in promoter prediction across diverse species—0
High-dimensional classification problems with Barron regular boundaries under margin conditions—0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses—0
High-dimensional Learning with Noisy Labels—0
High-Dimensional Penalized Bernstein Support Vector Machines—0
Highlights of Semantics in Multi-objective Genetic Programming—0
High-performance automated abstract screening with large language model ensembles—0
Comparison theorems on large-margin learning—0
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models—0
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images—0
Active Learning for Multi-class Image Classification—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—0
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks—0
Financial Document Causality Detection Shared Task (FinCausal 2020)—0
How can we generalise learning distributed representations of graphs?—0
How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings?—0
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance—0
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning—0
Churn prediction in online gambling—0
How isotropic kernels perform on simple invariants—0
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation—0
How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings—0
How to Achieve Higher Accuracy with Less Training Points?—0
Application of Quantum Tensor Networks for Protein Classification—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