Improving logistic regression on the imbalanced data by a novel penalized log-likelihood function-Reference-Cited by-同舟云学术

Improving logistic regression on the imbalanced data by a novel penalized log-likelihood function

Published:2021-06-16 Issue: Volume: Page:1-21
ISSN:0266-4763
Container-title:Journal of Applied Statistics
language:en
Short-container-title:Journal of Applied Statistics

Author:

Zhang Lili¹^ORCID,Geisler Trent¹,Ray Herman²^ORCID,Xie Ying³

Affiliation:

1. Analytics and Data Science Ph.D. Program, Kennesaw State University, Kennesaw, GA, USA

2. Analytics and Data Science Institute, Kennesaw State University, Kennesaw, GA, USA

3. Department of Information Technology, Kennesaw State University, Kennesaw, GA, USA

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/02664763.2021.1939662

Reference49 articles.

1. S. Arora, N. Cohen, N. Golowich, and W. Hu, A convergence analysis of gradient descent for deep linear neural networks, preprint (2018). arXiv:1810.02281.

2. Example-Dependent Cost-Sensitive Logistic Regression for Credit Scoring

3. L.C. Baird III and A.W. Moore, Gradient descent for general reinforcement learning, in Advances in Neural Information Processing Systems, MIT Press, Cambridge, MA, 1999, pp. 968–974.

4. The Imbalanced Training Sample Problem: Under or over Sampling?

5. An experimental comparison of classification algorithms for imbalanced credit scoring data sets

Cited by 13 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Processing imbalanced medical data at the data level with assisted-reproduction data as an example;BioData Mining;2024-09-04

2. Private clinical psychologists’ role in evaluation and treatment of childhood sexual abuse: A mixed methods study;Children and Youth Services Review;2024-09

3. Logging Lithology Discrimination with Enhanced Sampling Methods for Imbalance Sample Conditions;Applied Sciences;2024-07-26

4. A Comparative Analysis of Two Automated Quantification Methods for Regional Cerebral Amyloid Retention: PET-Only and PET-and-MRI-Based Methods;International Journal of Molecular Sciences;2024-07-12

5. A prediction model for prehospital clinical deterioration: The use of early warning scores;Academic Emergency Medicine;2024-06-11