Let's make a confusion matrix to see which birds the dataset confuses. The confusion_matrix function from scikit-learn will produce the matrix, but it's a pretty big matrix:
Two hundred by two hundred is not easy to understand in a numeric form like this.
Here's some code from the scikit-learn documentation that allows us to plot the matrix and the color in the matrix:
We will need the actual names of the birds on the matrix so that we know the species that are being confused for each other. So, let's ...
