Patent Document ID: 20140369597
Application ID: 13919937
Patent Status: 0

Claim One:
1. A system for enhanced machine learning using coder rankings, the system comprising: a first physical data store configured to store a plurality of data sets including a first data set, each of the plurality of data sets including at least one training data set; a second physical data store configured to store coder data related to users who perform data coding; a classification computer module in electronic communication with the first and second physical data store, the classification computer module configured to: store a first set of selected codes corresponding to a set of data items in a training data set of the first data set, the first set of selected codes provided by a first user via a first classifier system; store a second set of selected codes corresponding to the set of data items, the second set of selected codes provided by a second user via a second classifier system, wherein the first set of selected codes is different from the second set of selected codes; electronically access an adjudicated set of selected codes adjudicated by a third user via an adjudication system; and a coder ranking module in electronic communication with the first and second physical data store, the module configured to: generate a first trust score corresponding to the first user, the first trust score based at least in part on an accuracy determination of the first set of selected codes as compared to the adjudicated set of selected codes; generate a second trust score corresponding to the second user, the second trust score based at least in part on an accuracy determination of the second set of selected codes as compared to the adjudicated set of selected codes; wherein the accuracy determination of the first set of selected codes indicates a level of accuracy higher than the accuracy determination of the second set of selected codes and the first trust score corresponding to the first user is higher than the second trust score corresponding to the second user; and store the first trust score and the second trust score in the second physical data store.