Question $58(1\mathrm{.}25$ points$)$

A category of data mining techniques in which an algorithm learns how to classify or estimate an outcome variable of interest is known as

A$)$ supervised learning

B$)$ unsupervised learning

C$)$ dimension reduction

D$)$ data sampling