논문으로 배운 표현들

from scratch

: 아무런 사전 준비[지식] 없이, 맨 처음부터

 

w.r.t

: with regard to (...에 관해서)

 

state-of-the-art

: 최첨단의, 최신식의

 

out-of-the-box

: "Out of the box" is also used as a synonym for "off the shelf," meaning a ready-made software, hardware, or combination package that meets a need that would otherwise require a special development effort.

 

ground-truth

: In machine learning, the term "ground truth" refers to the accuracy of the training set's classification for supervised learning techniques. This is used in statistical models to prove or disprove research hypotheses.

 

regression problem

: A regression problem is when the output variable is a real or continuous value, such as “salary” or “weight”.

 

cross-validation

: 한 표본에 대해 성공한 방법을 다른 표본에 적용시켜 정당성을 확인하기