2
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What techniques are used to analyze data drift?
It depends about what type of data are we talking: tabular, image, text...
This is part of my PhD, so I am completely biased, I will suggest Explanation Shift. (I would love some feedback). It works ...
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1
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Do you have to use clustering with SciKit-Learn's Mutual Information metric?
Technically, Mutual Information (MI) is a measure of how dependent two variables are with each other. It can be used in different settings, as long as the two variables can be defined.
Additionally it ...
- 24.5k
1
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Accepted
1
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What techniques are used to analyze data drift?
One way to start is fundamental exploratory data analysis.
Compare univariate, bivariate, and multivariate distributions between training data and new data. Those comparisons can be done visually, ...
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1
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How to Manipulate a Dataset
From this dataset, you should prepare new variables namely, X and y; where X = feature matrix...
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