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UBC-MDS / online-shoppers-purchasing-intention

This repository contains our work for our project that is focused on applying machine learning classification models to e-commerce data. Specifically, we built a classification model with the intention to determine if a website visitor will complete a purchase or not.
MIT License
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Improve doc on model comparison #43

Closed ytz closed 2 years ago

ytz commented 2 years ago

How you would like to evaluate your models and compare them together. What are your metrics? Accuracy, interpretability or...

as seen in #41

nicovandenhooff commented 2 years ago

@arijc76 @ytz

If I have time this week, I may also try adding precision-recall curves to the ML section if you guys are okay with that.

nicovandenhooff commented 2 years ago

@ytz @arijc76

Just a general FYI, will have the updated ML analysis pushed to the repo later tonight. I've reformatted the confusion matrices so that they are side by side (looks way nicer) and also am currently adding precision recall curves.

nicovandenhooff commented 2 years ago

Addressed. PR curves added and discussion updated.