MachineLearning

Tutorial Datasets analyzed by Machine Learning

• Kaggles Titanic Dataset (Python)
• Kaggles Heart Disease Dataset (R)

Data Preprocessing and Random Forest Hyperparameter Tuning

• See RandomForestTuningExample.ipynb
• In this file, I do an iteration of randomsearch tuning to find a subset of hyperparameter values to tune more thoroughly in suubsequent gridsearch.
• Some basic figure generation using seaborn.
• Some basic object-oriented programming (OOP).

Future Directions

• Look into imputing missing values
• consider using xgboost instead of a random forest