Context-Aware Multiple Knapsack Optimization with Environmental Affinities
In this article, I present a contextual extension of the Multiple Knapsack Problem (MKP), incorporating environmental constraints such as temperature and humidity into a MILP...
Support Vector Machines (SVM): Intuition and Classification Explained
An introduction to Support Vector Machines (SVM), exploring concepts such as VC dimension, hyperplanes, support vectors, soft margins, the kernel trick, and multiclass classification.
How to Calculate WoE and IV: A Complete Guide for Logistic Regression
Weight of Evidence (WoE) and Information Value (IV) are metrics widely used in credit scoring, variable selection, and logistic regression modeling. These techniques are especially...