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Importance of phase I and phase II modifications by drug-metabolizing enzymes as molecular properties. Bar graph showing various DME modifications ranked according to information gain (normalized to the DME modification displaying the greatest information gain (nof_OH)). The number of hydroxyls (nof_OH) and number of sulfates (nof_SO3H) are clearly the two highest-ranked attributes contributing to the classification.
