Methods › General › Generalized Linear Models › Logistic Regression
Logistic Regression
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Logistic Regression, despite its name, is a linear model for classification rather than regression. Logistic regression is also known in the literature as logit regression, maximum-entropy classification (MaxEnt) or the log-linear classifier. In this model, the probabilities describing the possible outcomes of a single trial are modeled using a logistic function.
Source: scikit-learn
Image: Michaelg2015
Papers archive 2025-07-28
30 shown of 1,886, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays 11 Jul 2025 · 0 repositories · arXiv:2507.10589
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From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification 8 Jul 2025 · 0 repositories · arXiv:2507.05783
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Subspace-based Approximate Hessian Method for Zeroth-Order Optimization 8 Jul 2025 · 0 repositories · arXiv:2507.06125
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The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains 8 Jul 2025 · 1 repository · arXiv:2507.06187
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FinAI-BERT: A Transformer-Based Model for Sentence-Level Detection of AI Disclosures in Financial Reports 29 Jun 2025 · 1 repository · arXiv:2507.01991
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Radiomic fingerprints for knee MR images assessment 25 Jun 2025 · 1 repository · arXiv:2506.20306
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Quantum Neural Networks for Propensity Score Estimation and Survival Analysis in Observational Biomedical Studies 24 Jun 2025 · 0 repositories · arXiv:2506.19973
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Pattern-Based Phase-Separation of Tracer and Dispersed Phase Particles in Two-Phase Defocusing Particle Tracking Velocimetry 22 Jun 2025 · 0 repositories · arXiv:2506.18157
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Probing for Phonology in Self-Supervised Speech Representations: A Case Study on Accent Perception 21 Jun 2025 · 0 repositories · arXiv:2506.17542
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Modeling and Inferring Metacommunity Dynamics with Maximum Caliber 20 Jun 2025 · 0 repositories · arXiv:2506.17495
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Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction 18 Jun 2025 · 0 repositories · arXiv:2506.15626
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Bayesian Hybrid Machine Learning of Gallstone Risk 17 Jun 2025 · 0 repositories · arXiv:2506.14561
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YOLOv11-RGBT: Towards a Comprehensive Single-Stage Multispectral Object Detection Framework 17 Jun 2025 · 1 repository · arXiv:2506.14696
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Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability 16 Jun 2025 · 0 repositories · arXiv:2506.13974
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Gradient-Normalized Smoothness for Optimization with Approximate Hessians 16 Jun 2025 · 1 repository · arXiv:2506.13710
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A Comparative Study of Machine Learning Techniques for Early Prediction of Diabetes 11 Jun 2025 · 0 repositories · arXiv:2506.10180
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EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements 10 Jun 2025 · 2 repositories · arXiv:2506.08762Syntology ran 0 of 9 samples · 9 unverified
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The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks 9 Jun 2025 · 0 repositories · arXiv:2506.08274
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Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models 6 Jun 2025 · 1 repository · arXiv:2506.06008
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Sentiment Analysis in Learning Management Systems Understanding Student Feedback at Scale 5 Jun 2025 · 0 repositories · arXiv:2506.05490
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Comparative performance of ensemble models in predicting dental provider types: insights from fee-for-service data 4 Jun 2025 · 0 repositories · arXiv:2506.04479
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Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study 3 Jun 2025 · 0 repositories · arXiv:2506.06360
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Will Agents Replace Us? Perceptions of Autonomous Multi-Agent AI 1 Jun 2025 · 1 repository · arXiv:2506.02055
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A SHAP-based explainable multi-level stacking ensemble learning method for predicting the length of stay in acute stroke 30 May 2025 · 0 repositories · arXiv:2505.24101
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Enhancing LLM-Based Code Generation with Complexity Metrics: A Feedback-Driven Approach 29 May 2025 · 0 repositories · arXiv:2505.23953
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What does making money have to do with crime?: A dive into the National Crime Victimization survey 26 May 2025 · 0 repositories · arXiv:2506.04240
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Differential Privacy Analysis of Decentralized Gossip Averaging under Varying Threat Models 26 May 2025 · 0 repositories · arXiv:2505.19969
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Emotion Classification In-Context in Spanish 26 May 2025 · 0 repositories · arXiv:2505.20571
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Hermes@DravidianLangTech 2025: Sentiment Analysis of Dravidian Languages using XLM-RoBERTa 25 May 2025 · 1 repository
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Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia 23 May 2025 · 0 repositories · arXiv:2505.18421
Tasks archive 2025-07-28
20 shown of 599 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections