Demystifying Support Vector Machines (SVM) for Classification.

A Beginner-Friendly Exploration of SVM, VC Dimension, Hyperplanes, Support Vectors, Soft Margins, Kernel Trick, and Multiclass Classification.

   Oct 29, 2023     6 min read
Mastering Logistic Regression: A Comprehensive Guide to WoE and IV Calculation.

A Comprehensive Guide to WoE and IV Calculation.

   Jun 5, 2023     8 min read
Mastering Logistic Regression: Unpacking WOE and IV Metrics for Variable Selection and Interpretation.

Unpacking WOE and IV Metrics for Variable Selection and Interpretation.

   Apr 24, 2023     7 min read
Function in Python to calculate WoE and IV

Improve Your Logistic Regression Model with Python Functions.

   Apr 9, 2023     10 min read