Sensitivity in Feature Engineering
Five arbitrary re-numberings of the same six categories gave logistic regression 0.8799, 0.3775, 0.6220, 0.6220 and 0.6232. The forest stayed at 0.8799.
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How Computers Store Data
Before any pipeline runs, one agreement has to hold: what do these bytes mean?