Build a one-stop Sklearn data processing Pipeline and fit a benchmark LASSO or massive ExtraTrees classifier to detect fraudlent credit card transactions for the IEEE-CIS Fraud Detection Kaggle competition.
Log into Kaggle (or set up the kaggle python CLI) and download the competition data from https://www.kaggle.com/c/ieee-fraud-detection/data and unzip the contents of the downloaded .zip file.
Fit the benchmark LASSO model
python3 run_pipelines.py --train ../data/train/train_transactions.csv --benchmark
Fit the ExtraTrees model
python3 run_pipelines.py --train ../data/train/train_transaction.csv
python3 run_pipelines.py --test ../data/test/test_transactions.csv