Iris Classification Web App
Explore building a web app for Iris species classification using PyCaret's linear discriminant analysis model and Streamlit. Understand how to set up input forms, use model loading and prediction functions, and deploy an interactive machine learning application.
We'll cover the following...
We'll cover the following...
In the screenshot below, we can see the “Iris Classification App.”. Users can enter the dimensions of an Iris plant and get the predicted species as output. As we mentioned before, this application is based on the linear discriminant analysis model that we trained in the third chapter of this course.
Developing the web application
We’ll now build the Iris Classification App. We’ll import the necessary libraries pandas and Streamlit.t We’ll also import the load_model() and ...