Multiverse-of-madness-

Advanced machine learning solution for the ModelForge 2026 competition, featuring data analysis, feature engineering, CatBoost, LightGBM, XGBoost, cross-validation, model optimization, and final prediction generation.

ModelForge 2026 ML Competition

Advanced machine learning solution for the ModelForge 2026 competition.

Overview

This repository contains the end-to-end machine learning workflow developed for the ModelForge 2026 competition, including:

• Exploratory data analysis
• Data preprocessing
• Feature engineering
• Cross-validation
• CatBoost
• LightGBM
• XGBoost
• Model comparison and optimization
• Final prediction generation

Dataset

The competition dataset contains information related to credit card accounts, including:

• Credit limit
• Demographic variables
• Repayment status
• Bill amounts
• Previous payment amounts

The target variable is:

default payment next month

Built With

• jupyter-notebook