PUB-923: Add 1D test for KMeans.
PUB-923: Add test to check that K isn't too much. Fix memory leak in test infrastructure.
Merge branch 'master' of https://github.com/0xdata/h2o-dev

Conflicts:
	h2o-algos/src/test/java/hex/kmeans/KMeansTest.java