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Given a set of bivariate data (x, y), to impute a value of y corresponding to some value of x at which there is no measurement of y is called extrapolation, if the value of x is outside the range of the measured values of x.

2 votes

Biased Data in Machine Learning

Your rules may give you a way to perform data augmentation. Copy a positive sample, change the age to 17, and then mark it as a negative sample. This procedure won't necessarily be trivial or useful …
Jim K.'s user avatar
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