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Binary Classification

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Showing 1201–1250 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
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images—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
Financial Document Causality Detection Shared Task (FinCausal 2020)—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
Holistic Features For Real-Time Crowd Behaviour Anomaly Detection—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
How to Control the Error Rates of Binary Classifiers—0
How to Learn a Star: Binary Classification with Starshaped Polyhedral Sets—0
hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency—0
Application of Quantum Tensor Networks for Protein Classification—0
Human Fall Detection- Multimodality Approach—0
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images—0
HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS—0
A Large Visual, Qualitative and Quantitative Dataset of Web Pages—0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue—0
Hybrid Machine Learning Model for Detecting Bangla Smishing Text Using BERT and Character-Level CNN—0
Improved Algorithms for Agnostic Pool-based Active Classification—0
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit—0
Hyperbolic sentence representations for solving Textual Entailment—0
Hypergraph Echo State Network—0
Hyperparameter Optimization for COVID-19 Chest X-Ray Classification—0
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean—0
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability—0
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes—0
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions—0
Identifying professions & occupations in Health-related Social Media using Natural Language Processing—0
Identifying Visible Tissue in Intraoperative Ultrasound Images during Brain Surgery: A Method and Application—0
IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets—0
CONSENT: Context Sensitive Transformer for Bold Words Classification—0
IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages—0
I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution—0
''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text—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