Stepwise Regression for Increasing the Predictive Accuracy of Artificial Neural Networks: Applications in Benchmark and Advanced Problems
A new technique is proposed to increase the prediction accuracy of artificial neural networks (ANNs). This technique applies a stepwise regression (SR) procedure to the input data variables, which adds nonlinear terms into the input data in a way that maximizes the regression between the output and...
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| Format: | Article |
| Language: | English |
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MDPI AG
2024-01-01
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| Series: | Modelling |
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| Online Access: | https://www.mdpi.com/2673-3951/5/1/9 |