Added option to select SparkKMeans model fit method: either cluster the trained models centroids, or average them. Default to clustering.
Added option to select SparkKMeans model fit method: either cluster the trained models centroids, or average them. Default to clustering.

lensacom/sparkit-learn,taynaud/sparkit-learn,lensacom/sparkit-learn,taynaud/sparkit-learn