What's Cooking?

Overview

Solution to Kaggle competition What's Cooking -- predict the category of a dish's cuisine given a list of its ingredients.

Algorithm and result

Soft-voting ensemble of logistic regression and SVC (1:2) => 80.7% accuracy

Dependency

• Numpy, Pandas
• Plotly for visualization (I'm actually in love with plotly now)
• Scikit-Learn for utility and ML algorithms

View on Kaggle

https://www.kaggle.com/rootofallevil/what-s-cooking