Posted by Jack McKew on Thu 21 September 2023 in Python • Tagged with python, visualisation, machine learning, ai • 3 min read
Now that we've built & trained logistic regression and decision tree models to classify the iris dataset in these previous posts:
We found that they were both really good in their own regard (potentially overfitting), but what if we had two models …
Posted by Jack McKew on Tue 15 August 2023 in Python • Tagged with python, visualisation, machine learning, ai • 1857 min read
What are decision trees? It's a tool to assist with making decisions, in a tree like structure, similar to a flow chart; where each branch of the tree is a decision, usually made with some boundaries that decide which branch to follow. A basic decision tree could be of a …
Posted by Jack McKew on Sun 06 August 2023 in Python • Tagged with python, visualisation, machine learning, ai • 17 min read
In this post we'll go through a few things typical for any project using machine learning:
While this is a very high level overview of what we're about to do. This process is almost the same in any …