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the process of using domain knowledge of the data to create features that improve machine learning algorithms
1
vote
How to extract crucial features to create an image
This is a bit similar, merge an image with style of another https://github.com/jcjohnson/neural-style
Maybe with the GAN you can choose cases where the discriminator predicts 50/50 to be cat or dog
1
vote
Input with variable length Classification problem
For visit t for patient i I would predict $y_{it} = f(x_{it-1})$. So I would only look back to the previous visit of the patient.
Alternatively you can use windowing functions over past visits, you ca …