This assignment involves the Iris Dataset. If you want, you can use the sample code that I$$ve posted to load the data dataset and draw some plots, but you don$$t have to$.$

As we discussed in class, the dataset includes $150$ samples, $50$ from each of three species,

$\backslash$alpha $)$ Setosa

$\backslash$beta $)$ Versicolor

$\backslash$gamma $)$ Virginica

For each of the samples, the dataset includes four features,

$$ A$)$ sepal length

$$ B$)$ sepal width

$$ C$)$ petal length

$$ D$)$ petal width

For a classification problem using the species as the classes, we can load the data for two or three of the classes and one, two, three, or four of the features.