Keywords: K-nearest neighbor
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Journal Articles

Default prediction modeling (DPM) with machine learning algorithms: case of non-financial listed companies in Pakistan

Jahanzaib Alvi, Imtiaz Arif
Journal: Kybernetes
Kybernetes (2025) 54 (9): 4709–4733.
https://doi.org/10.1108/K-09-2023-1888
Published: 17 April 2024
... was bifurcated into three panels with three default assumptions. Logistic regression (LR) and k-nearest neighbor (KNN) binary classification algorithms were used to estimate credit default in this research. Findings The study’s findings revealed that features used in Model 3 (Case 3) were the efficient...
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Includes: Supplementary data
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