머신러닝의 개념과 용어

박지예·2024년 4월 29일
0

Machine learning

-> Field of study that gives computers the ability to learn without being explicity programmed.

Supervised learning

지도 학습, training set으로 학습.
label O
(Most common problem type in ML)

Unsupervised learning

비지도 학습, un-labeled data.

Types of supervised learning

Predicting final exam score (0 ~ 100) based on time spent

-> regression

Pass / non-Pass based on time spent

-> binary classification
(0 아니면 1, pass/non-pass)

Letter grade (A, B, C, D and F) based on time spent

-> multi-label classification

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