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What is ANN Parameter Sensitivity Analysis about?

This homework assignment involves using artificial neural networks (ANN) to predict permeability from a previous dataset. Students are asked to run sensitivity analyses by varying the number of hidden layers and neurons, learning algorithms, and transfer functions for ANN and radial basis neural network models. The optimal model parameters should then be identified based on error and correlation, and plots made of actual vs predicted permeability and a cross plot with R2.

Author

TAHA

Language

EN