Development of a classification model for hit outcome. The development of this model was tracked in the following blog posts:
Part 1: Model Selection. Follows the code in notebooks/1-model-selection.ipynb.
Part 2: Optimization. Follows the code in notebooks/2-added-variables.ipynb.
Part 3: Re-sampling Methods. Follows the code in notebooks/3-resample.ipynb.
Part 4: Application and Reflection. Data generation in this post uses python/woba_data_generate.py. The code for visualization is in notebooks/4-application.ipynb.
The final model is at models/final_model.