Classification Model on Biodiversity Project

In this project, I focused on building a non-linear model to classify the conservation status based on: observations, park name, and category. The project can be found here .
My findings show that the number of observations impacts the conservation status the most. I’d like to hear some feedback on how I can improve the model.


Woah, that’s special!

To be honest, I didn’t really know how/what you did at the second half of your code, but I think you built a machine learning algorithm that predicted the conservation status of each animal. And used this algorithm to predict the conservation status for the animals with the missing values.

I just finished the visualization part in the Data Science course, and I’ll be starting on the Natural Language Processing section. Hopefully I’ll get to where you’re at sometime soon :smile:

Best wishes,