What is the name of the is decision support strategy that uses non-linear predictive models that were defined using hidden layers trained on prior observed behaviors?.

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17-10-2022
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What is the name of the is decision support strategy that uses non-linear predictive models that were defined using hidden layers trained on prior observed behaviors?.

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topeadeniran2 topeadeniran2 · Answer 1 · 2022-10-24T18:25:51+02:00

The name of the decision support strategy that uses non-linear predictive models that were defined using hidden layers trained on prior observed behaviors is Backpropagation.

What is a decision support system?

Strategic decision support systems (strategic DSS) are one method of assisting managers in comprehending strategy and its ramifications. Strategic decision support systems have several general decision support system capabilities and are meant for senior managers.

Backpropagation, also known as backward propagation of mistakes, is a test for errors that works backward from output nodes to input nodes. It is a useful mathematical tool for boosting prediction accuracy in data mining and machine learning.

The essence of neural net training is back-propagation. It is the practice of fine-tuning the weights of a neural net based on the previous epoch's mistake rate (i.e. loss) (i.e. iteration). Proper weight tuning ensures decreased error rates, boosting the model's reliability by increasing its generalization.

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