/Regression-with-a-Crab-Age-Dataset

A light-weight Kaggle challenge to predict crabs' age

Primary LanguageJupyter Notebook

Regression with a Crab Age Dataset

This repo provides the submission entry for a kaggle challenge to create a regression model to predict a crab's age.

Boosting regressor models like XGBoost, Catboost and LGBM performs well on this dataset. The finally deployed model is a voting-ensemble made up of XGBoost and Catboost.

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Getting started

Open DsCoP Kaggle - Ensemble.ipynb on a jupyter notebook environment. Alternatively, you can view the codes in Open In Colab. The notebook consists of further technical details.