DNN performance analysis

The performance of our neural network is actually the performance of the application that was done by our neural network. So, the analysis of the performance of our neural network depends on the type of the application that was conducted; either it is classification, dimensionality reduction, or any other. This part will observe the analysis method for classification, regression, or clustering that will be discussed in this and the upcoming chapters.

For a classification problem, we will observe one illustration method that can also be used for performance analysis. Suppose we have a large-scale cancer genomics dataset and we would like to use a binary classification to predict cancer occurrence on two sets of subjects, ...

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