LaunchPad is a light-weighted Slurm job launcher designed for hyper-parameter search.
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Updated
Aug 2, 2024 - Python
LaunchPad is a light-weighted Slurm job launcher designed for hyper-parameter search.
IEEE Fraud Detection with XGBoost and CatBoost
Testing several hyperparameter optimization techniques.
This notebook (in Python) used eXtreme Gradient Boosting (XGBoost) to predict for good or bad road pavement condition in Ontario. I also performed random search hyperparameter optimization, k-folds stratified cross-validation, and tested what features could be removed from the model without sacrificing its balanced accuracy.
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