Highly based on: https://machinelearningmastery.com/machine-learning-in-python-step-by-step/
Tester for different ML Algorithms
checklibs.py
: A small script that checks if you have all the required libs to run ever_ml.py
ml_comparison.py
: The ML checker. Will load a dataset, plot the data (whisker, histogram, scatter matrix), build the models with 6 different algorithms, train the models and make a accuracy prediction for all of them.
Everything is hardcoded right now, so to correctly run:
python -W ignore ml_comparison.py
will do the magic