Which of the Following Statements Is False

Multiple Choice

Which of the following statements is false?

A) Each centroid in the KMeans object's cluster_centers_ array has the same number of features as the original dataset (four in the case of the Iris dataset) .
B) To plot the centroids in two-dimensions, you must reduce their dimensions.
C) You can think of a centroid as the "median" sample in its cluster.
D) Each centroid should be transformed using the same PCA estimator used to reduce the other samples in that cluster