Using the Classification Learner App for The First Time - Current Signals Directly

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 Since we had visualized the data and had also seen the class separability using PCA and ICA, it was time to move on to training the models. We directly fed in the three phase currents into the classification learner app.

Three Phase Currents

The group used the classification learner app to train the model, however very bad results were seen. 

The percentage accuracies were averaging at around 20 to 50%. This isn't what we required!!

We did get an accuracy of 100%! But this was due to applying the ICA data. Obviously, ICA data will give us an accuracy of 100% because it already has the classes separated. 

This is wrong!!

Now we need to move on to calculate something known as "The 15 statistical time features."

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