Transfer Learning For Predictive Model Development
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United States of America Patent
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Feb 7, 2015
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Dec 30, 2003
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Abstract
Methods, systems, and apparatus, including computer programs encoded on computer readable storage medium, for using transfer learning to train a predictive model. In one aspect, a system receives predictive model training data. The training data and one or more training methods are used to train multiple predictive models. Variables and a predictive model type are then selected from the trained predictive models. The selected variables are then transferred into the selected type of predictive model as long as they reduce an error measure.
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