The Iris Dataset
Explore the Iris dataset by loading and preprocessing its data to perform classification using various SVM kernels and logistic regression. Learn to train, scale, and compare model performance while visualizing decision boundaries to understand kernel effects on different Iris species.
We'll cover the following...
We'll cover the following...
We’ll explore the available kernel options in SVMs and compare their performance against each other and against simple logistic regression. We are going to work with three different datasets. Let’s perform the required imports ...