Can I use Deep Network Designer to classify data in a table for fault Classification.

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lawrence alderton 2023-2-7

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回答： Shoaib iqbal 2023-2-13

Fault Diagnosis of Centrifugal Pumps Using Residual Analysis - MATLAB & Simulink (mathworks.com)

Using the code from here I want to take the FeaturesTable and insert it into a Deep Network Designer to combine SVM and other network classification methods. It seems that the Deep Network Designer only wants images as inputs. Is there a way to input data tables in for the fault classification?

This is what pops up when I try to import data:

This is a quick screenshot of what the data table looks like.

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Answer 1

Shoaib iqbal 2023-2-13

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Hi Lawrence,

I understand that you are trying to input a table to Deep Learning model using Deep Learning Designer.

To input the table, use the layer 'featureInputLayer'. Then you need to create a datastore from your input. In the workspace, you can write the command

ds = arrayDatastore(tbl); %tbl is your table

After creating, you can see the same datastore in "Import DataStore" tab.