matmatromero / pokemon-stats-to-type

Can Pokemon types be determined by their stats?

Pokemon Stats-to-Type Analysis

We want to explore whether the anime and game versions of Pokemon are consistent with each other. Specifically, we seek to explore the following questions using k-NN classification algorithm.

1. Can we classify all Pokemon according to their primary type (Type 1) using their basic stats alone?
2. Which primary types of Pokemon can be distinguished easily in terms of their basic stats?
3. Can we classify legendary and non-legendary Pokemon using their basic stats alone?