Patent ID: 7054757
Filing Date: 2006-05-30
Classification: B01J,G06N,G16B,G16C,Y10S

Abstract:
1. A method for generating coordinates for products in a combinatorial library based on features of corresponding building blocks, the method comprising the steps of: (1) obtaining mapping coordinates for a subset of products in the combinatorial library, wherein distances between the mapping coordinates represent relationships between the products; (2) obtaining building block features for the subset of products in the combinatorial library; (3) using a supervised machine learning approach to infer a mapping function ƒ that transforms the building block features for each product in the subset of products to a corresponding mapping coordinate for each building block feature of each product in the subset of products; and (4) encoding the mapping function ƒ in a computer readable medium, whereby the mapping function ƒ is used to generate coordinates corresponding to additional products in the combinatorial library from building block features associated with the additional products.