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Binary Classification

Papers

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Showing 1551–1600 of 2574 papers

TitleStatusHype
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023—0
Generative Image Translation for Data Augmentation of Bone Lesion Pathology—0
Generative Maximum Entropy Learning for Multiclass Classification—0
Geometric Framework for Cell Oversegmentation—0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction—0
GHOST at SemEval-2021 Task 5: Is explanation all you need?—0
Gland Segmentation Using SAM With Cancer Grade as a Prompt—0
GLA-Net: An Attention Network with Guided Loss for Mismatch Removal—0
Glauber Generative Model: Discrete Diffusion Models via Binary Classification—0
Global and local evaluation of link prediction tasks with neural embeddings—0
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Gradient Adversarial Training of Neural Networks—0
Gradient Flows for L2 Support Vector Machine Training—0
Grammar-aware sentence classification on quantum computers—0
Granular Ball K-Class Twin Support Vector Classifier—0
Greedy Active Learning Algorithm for Logistic Regression Models—0
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense—0
Grouping-matrix based Graph Pooling with Adaptive Number of Clusters—0
GROWL: Group Detection With Link Prediction—0
GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV—0
GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification—0
GuReT: Distinguishing Guilt and Regret related Text—0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
Handling Class Imbalance in Link Prediction using Learning to Rank Techniques—0
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization—0
Handling Imbalanced Data: A Case Study for Binary Class Problems—0
Handwritten and Printed Text Segmentation: A Signature Case Study—0
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites—0
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators—0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring—0
HateBR: Large expert annotated corpus of Brazilian Instagram comments for abusive language detection—0
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography—0
hep-th—0
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization—0
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine—0
Automatic Hierarchical Classification of Kelps using Deep Residual Features—0
Hierarchical CVAE for Fine-Grained Hate Speech Classification—0
Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data—0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis—0
Hierarchical Transfer Learning for Multi-label Text Classification—0
High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization—0
High-dimensional classification problems with Barron regular boundaries under margin conditions—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
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—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