Patent ID: 11886511
Assignee: TEKION CORP
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A non-transitory computer-readable medium comprising memory with instructions encoded thereon, the instructions, when executed, causing one or more processors to perform operations, the instructions comprising instructions to:
receive a request to determine similarities between candidate vehicles and a user-specified vehicle associated with a plurality of vehicle attributes corresponding to a plurality of vehicle attribute values;
calculate a conditional probability between a vehicle attribute of the plurality of vehicle attributes and a valuation amount of the vehicle attribute;
select a subset of the plurality of vehicle attribute values using the conditional probability;
determine, using a machine learning model and the subset of the plurality of vehicle attribute values, a plurality of similarity metrics representative of similarities between the user-specified vehicle and the candidate vehicles; and
provide for display identifiers of one or more candidate vehicles ranked based on the plurality of similarity metrics.