Weight of evidence

2 stories tagged Weight of evidence on Learning Fanatic.

Lesson 5.1: Feature engineering, encoding, WOE and information value Learn to turn raw columns into model-ready features: scaling, ratios, dates, categorical encodings, and weight of evidence with information value.
Lesson 8.3: Capstone: a credit-risk scorecard from WOE to monitoring plan Build a credit-risk scorecard end to end: weight of evidence and IV, a logistic model, points, Gini and KS, a profit-based cutoff and a monitoring plan.