1. A method of categorizing a subterranean formation, comprising: collecting data related to the formation; performing an algorithm comprising guided Bayesian survey design wherein the performing comprises compressing a plurality of matrixes of an objective function associated with the guided Bayesian survey design; based at least in part on maximizing the objective function, identifying data observations to collect; and collecting additional data observations related to the formation.