Patent ID: 11861747
Assignee: MFTB HOLDCO, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. The method of claim 8, further comprising:
accessing, for each of a second plurality of homes that were listed for sale, the second plurality of homes being distinct from the first plurality of homes, values of attributes for the home including a listing price at which the home was listed for sale, and listing information including the length of time the home was on the real estate market and the result of the home listing transactions; and
for each trained decision tree:
for each home:
identifying a second leaf node representing attribute value ranges containing values of the home's attributes including listing price;
using the second leaf node to generate a second estimated length of time from listing to sale for the home; and
comparing the second estimated length of time from listing to sale to the length of time the home was on the real estate market and the result of the home listing transactions to obtain an error measure for the trained decision tree and the home;

obtaining an overall error measure for the trained decision tree across the second plurality of homes; and
attributing a relative weight to the decision tree that is inversely related to the overall error measure obtained for the trained decision tree.