Moneyball Demo (Public Version)
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LICENSE Initial commit May 24, 2018
README.md Added descriptions Jun 13, 2018
step_1_data_munging.R
step_2_model_pitching.R H2O AutoML Model Building Scripts Jun 13, 2018
step_3_model_batting.R H2O AutoML Model Building Scripts Jun 13, 2018

README.md

Moneyball

Lahman Baseball Data

Source: https://github.com/chadwickbureau/baseballdatabank/

Step-by-step Guide

  • step_1_data_munging.R: Reformatting the original Lahman data for machine learning. Outputs stored in ./cache_data/munged/
  • step_2_model_pitching.R: Running H2O AutoML for pitching performance predictions.
  • step_3_model_batting.R: Running H2O AutoML for batting performance predictions.