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Deploying viscosity and starch polymer properties to predict cooking and eating quality models: A novel breeding tool to predict texture

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Highlights • Multivariate analysis was used to develop twelve cooking and eating quality classes.• Two-layered random forest model was used to predict rice classification.• High classification accuracy of cooking and… Click to show full abstract

Highlights • Multivariate analysis was used to develop twelve cooking and eating quality classes.• Two-layered random forest model was used to predict rice classification.• High classification accuracy of cooking and eating quality ideotypes were obtained.• Mismatches from IRRI-released and consumer-preferred lines was capture by the model.

Keywords: starch polymer; cooking eating; viscosity starch; eating quality; deploying viscosity

Journal Title: Carbohydrate Polymers
Year Published: 2021

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