Machine Learning Lab 3 - Detect Outliers in a Population

X-Pack์˜ Machine learning ๊ธฐ๋Šฅ์„ ์‚ฌ์šฉํ•˜์‹œ๋ฉด ์‹œ๊ณ„์—ด ๋ฐ์ดํ„ฐ์˜ ์ด์ƒ ์ง•ํ›„ ๊ฐ์ง€ ์ž‘์—…์„ ์ž๋™ํ™”ํ•˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.๋ณธ tutorial ์‹œ๋ฆฌ์ฆˆ์˜ ์„ธ ๋ฒˆ์งธ ์˜์ƒ์—์„œ๋Š” ๋ชจ์ง‘๋‹จ์—์„œ ๋ฒ—์–ด๋‚˜๋Š” ์ด์ƒ ์ง•ํ›„๋ฅผ ๊ฐ์ง€ํ•˜๋Š” ์‹ฌํ™” ์ž‘์—… ๊ตฌ์„ฑ ๋ฐฉ๋ฒ•์„ ํ™•์ธํ•˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

GitHub์—์„œ ์˜ˆ์ œ๋ฅผ ๋‹ค์šด๋กœ๋“œ ๋ฐ›์•„ ์ง์ ‘ ์‹ค์Šตํ•ด ๋ณด์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.

์•„์ง ์ฒซ ๋ฒˆ์งธ, ๋‘ ๋ฒˆ์งธ ์˜์ƒ์„ ๋ณด์‹œ์ง€ ์•Š์œผ์‹  ๋ถ„๋“ค์€ single metric ์ž‘์—…๊ณผ ๊ด€๋ จ๋œ ์ฒซ ๋ฒˆ์งธ ์˜์ƒ, multimetric ์ž‘์—…๊ณผ ๊ด€๋ จ๋œ ๋‘ ๋ฒˆ์งธ ์˜์ƒ์„ ๋จผ์ € ๊ณต๋ถ€ํ•˜์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.

Asawari Samant

Asawari Samant is a Sr. Product Marketing Manager at Elastic. Prior to Elastic, she spent 8 years at MathWorks, focusing on a range of data analytics applications from machine learning to computational biology.