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