Complex sentence: However, the original "k" d-tree also uses adaptive paritioning--that is, it adapts to the data set, instead of splitting regularly (in the goemteric sense).
Split into simpler sentences: However, the original "k" d-tree also uses adaptive paritioning. I.e., it adapts to the data set, instead of splitting regularly (in the goemteric sense).