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29 de mar. de 2024 · Feature Selection. As described in Sect. 1, the proposed model should be able to predict which bodyshop will perform a repair the most cost-efficient for a specific damage based on case characteristics.This means that when the model is operationalized, all features that were used to train the model should be potentially available when the model needs to predict the cost of a repair.