Patent US 7,305,328

Patent №

US 7,305,328

Granted

Owner

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

10975337

A system and method of accurately predicting and reporting a value of a property based on a weighted average of values predicted by at least two prediction models. The system and method include the steps of accessing predicted values, determined by the prediction models, for the property; determining property-specific proportional prediction error distribution information for each predicted value determined by each prediction model; assigning a weight to the predicted value determined by each prediction model by using the property-specific proportional prediction error distribution information; and generating a property-specific weighted average value based on combination of the weight and the predicted value determined by each prediction model and reporting the property-specific weighted average value to minimize prediction error during prediction of the property value.

AI classification

AI hardware0.99
Knowledge representation0.99
Evolutionary computation0.99
Planning0.95
Machine learning0.74
Vision0.23
Natural language0.09
Speech0.00
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