# Getting data
from sklearn.datasets import load_breast_cancer
cancer = load_breast_cancer()
classes=cancer.target_names
X = cancer.data
y = cancer.target
# Importing PCA visualizer
from yellowbrick.features import PCA
# Creating the 2D scatter plot by utilizing PCA
visualizer = PCA(scale=True, projection=2,
classes=classes)
visualizer.fit_transform(X, y)
# Saving plot in PNG format
visualizer.show(outpath="PC_Plot_2D.png")