Like other molecular representations, the type of fingerprint used for a particular application will define the chemical space. To reduce the dependence of the similarity assessment on the specific type of molecular fingerprint used, it has been proposed to use the combination of multiple molecular fingerprints, merging the metrics into a consensus measure [100].