/Decision-Tree-From-Scratch

Decision Tree from scratch with Adaboost

Primary LanguageJupyter Notebook

Decision-Tree-From-Scratch

This is a Decision Tree from scaratch implementation You can try DecisionTreeWithAdaboost.ipynb to understand block by block(skip the block containing Adaboost to see the performance on Decisioon tree only)

See the pdf for spec

Dataset Link for Telco.csv https://www.kaggle.com/blastchar/telco-customer-churn

Dataset link for Adult https://archive.ics.uci.edu/ml/datasets/adult

Dataset link for Creditcard (this data is too big so not uploaded download it yourself) https://www.kaggle.com/mlg-ulb/creditcardfraud