The hyper parameters defined via a builder pattern or streamingKMeans are:
setDecayFactor()setK()setRandomCenters(,)
Please refer to the Building a KMeans classifying system in Spark recipe in Chapter 8, Unsupervised Clustering with Apache Spark 2.0 for more details.