APPROVAL PREDICTION APPARATUS, APPROVAL PREDICTION METHOD, AND COMPUTER PROGRAM PRODUCT

摘要

According to an aspect of the present invention, similarity centrality measures that are centrality measures of proteins that a protein similarity network includes are calculated, interaction centrality measures that are centrality measures of the proteins that the protein-protein interaction network includes are calculated, a rejection score that represents probability of a compound to be validated to be classified as a rejected drug is calculated using classifiers that use, as training data, the approval attributes of the respective drugs, the sum and average of the similarity centrality measures per target for each drug, and the sum and average of the interaction centrality measures per target for each drug, and the rejection score is output.