Browsing by Subject "Ensemble methods"
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Ensemble Learning based on Regressor Chains: A Case on Quality Prediction
(SciTePress, 2019)In this study we construct a prediction model, which utilizes the production process parameters acquired from a textile machine and predicts the quality characteristics of the final yarn. Several machine learning algorithms ... -
A web-based decision support system for quality prediction in manufacturing using ensemble of regressor chains
(Springer, 2020)In this study we construct a decision support system (DSS), which utilizes the production process parameters to predict the quality characteristics of final products in two different manufacturing plants. Using the idea ...
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