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Title: System and method of designing models in a feedback loop

Patent ·
OSTI ID:1343748

A method and system for designing models is disclosed. The method includes selecting a plurality of models for modeling a common event of interest. The method further includes aggregating the results of the models and analyzing each model compared to the aggregate result to obtain comparative information. The method also includes providing the information back to the plurality of models to design more accurate models through a feedback loop.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC05-76RL01830
Assignee:
BATTELLE MEMORIAL INSTITUTE
Patent Number(s):
9,569,732
Application Number:
13/869,290
OSTI ID:
1343748
Resource Relation:
Patent File Date: 2013 Apr 24
Country of Publication:
United States
Language:
English

References (8)

Tropical cyclone prediction system and method patent April 2012
Information extraction system patent May 2014
Using Bayesian Model Averaging to Calibrate Forecast Ensembles journal May 2005
Multi-objective calibration of forecast ensembles using Bayesian model averaging journal January 2006
Bagging predictors journal August 1996
Model uncertainty and model inaccuracy journal February 1998
Maximum likelihood Bayesian averaging of airflow models in unsaturated fractured tuff using Occam and variance windows journal March 2010
Ensemble-based classifiers journal November 2009