How to use the bp algorithm to train a multi-layer network

Assignment Help Data Structure & Algorithms

Reference no: EM133398283

Assignment:

Description

To learn how to use the BP algorithm to train a multi-layer network. The provided code should be written by Python, Matlab, or C/C++.

Requirement

By using the BP algorithm, you need to design a three layers network (i.e., three hidden layers) and carefully train the network with one classification dataset selected from the UCI dataset library.

Provide your testing accuracy on the selected dataset.

Select a regression dataset from the UCI dataset library. Then using BP to train a three layers network and provide your testing/training root mean square error.

Please select the SGDM optimizer in the training process.

Reference no: EM133398283

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