This project involves building a loan default risk prediction model based on credit data. By conducting comprehensive data analysis and modeling on multidimensional borrower characteristics—such as ...
The balloon guide catheter (BGC) is widely used in endovascular thrombectomy, but evidence of its effect in intracranial internal carotid artery embolic occlusion is limited, and recent randomized ...
Correspondence to Dr Alex Griffiths, London School of Economics and Political Science, Centre for Analysis of Risk and Regulation, London WC2A 2AE, UK; a.griffiths{at}lse.ac.uk Background The Care ...
Introduction Angina with no obstructive coronary artery disease (ANOCA) affects millions and is frequently under-recognised because diagnostic pathways and risk tools predominantly target obstructive ...
CustomerOrderCount, IsRepeatCustomer — customer order frequency HasCoupon — binary coupon-usage flag Categorical columns one-hot encoded (not label-encoded) to avoid implying false ordinal distance.
This suggests draws may require fundamentally different approaches, perhaps goal-based Poisson models explicitly modeling 0–0, 1–1, etc., or ordinal regression respecting outcome ordering.
The ML classification pipeline was implemented in Python (Python Programming Language, Wilmington, Delaware, United States) and evaluated across nine classifiers: Logistic Regression, SVM, KNN, Random ...
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