Patent Document ID: 20170228635
Application ID: 15497398
Patent Status: 0

Claim One:
1. A computer system comprising: a processor; and a non-transitory computer-readable storage medium that includes instructions that are executable by the processor to cause the computer system to perform operations including: receiving data in connection with a data exchange, wherein the data relates to a record associated with a record owner; retrieving history data that relates to a history of the record associated with the record owner; determining input variables based on the data and the history data; computing a score in connection with the record, wherein the score is computed using a neural network and the input variables, and wherein the score indicates that the record is in a compromised condition; determining that the score is greater than a predetermined threshold score; computing a set of attribution scores when the score is determined to be greater than the predetermined threshold score, wherein the set of attribute scores are computed using an Alternating Decision Tree, and wherein the Alternating Decision Tree is trained using the input variables; producing an Alternating Decision Tree score that corresponds to the score generated by the neural network, wherein the set of attribution scores comprises a rank-ordered list of the input variables that contribute to the Alternating Decision Tree score; determining an input variable category, wherein the input variable category is determined using the input variables and the set of attribution scores; determining a suggestion action, wherein the suggested action is determined using the input variable category and the set of attribution scores; and outputting information associated with the suggested action.