---
title: LR Assumption Checker
emoji: 🔍
colorFrom: green
colorTo: red
sdk: static
pinned: false
license: mit
---

# Logistic Regression Assumption Checker

Interactive diagnostic tool for checking logistic regression assumptions.

**Features:**
- 6 assumption checks with traffic-light scoring
- Events-per-feature bar chart
- Radar chart showing overall assumption health
- Actionable recommendations for violations
- Inputs: sample size, features, VIF, correlations, Box-Tidwell results

Part of **ML-II: Supervised Learning Classification** by Dr Milan Amrut Joshi.