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[TIL] ์ด์ค‘ํ˜ธ 200923 (์ˆ˜)

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## ๐Ÿงจ9์›” 23์ผ JH์˜ TIL

### **์ƒˆ๋กœ ๋ฐฐ์šด ๋‚ด์šฉ**
1. Vector Transforamtion(๋ฐฑํ„ฐ ๋ณ€ํ™˜) : ํ–‰๋ ฌ ๊ณฑํ•˜๊ธฐ๋ฅผ ํ†ตํ•ด ๋‚˜์˜ค๋Š” plus, multiply
2. Eigenvector(๊ณ ์œ ๋ฒกํ„ฐ), Eigenvalue(๊ณ ์œณ๊ฐ’) :
3. The Curse of Dimensionality : ์ฐจ์›์ด ๋†’์„ ๋•Œ ๋ฐœ์ƒํ•˜๋Š” ๋ฌธ์ œ์ ๋“ค
4. Dimensionality Reduction(์ฐจ์› ์ถ•์†Œ)
-Feature selection, Feature extraction ์ฐจ์ด
5. PCA : ๊ณ ์ฐจ์›์˜ ๋ฐ์ดํ„ฐ์…‹์„ ์›๋ณธ ๋ฐ์ดํ„ฐ์˜ ์ •๋ณด๋ฅผ ์ตœ๋Œ€ํ•œ ์œ ์ง€ํ•˜๋ฉด์„œ ๋‚ฎ์€ ์ฐจ์›์˜ ๋ฐ์ดํ„ฐ์…‹์œผ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ๊ธฐ์ˆ 

### **ํ•ด๋ณผ ๊ฒƒ๋“ค**
- ๋ฐฐ์šด ๋‚ด์šฉ๋“ค ๊ฐœ๋… ์ •๋ฆฌ์™€ ํŒŒ์ด์ฌ์—์„œ ๊ตฌํ˜„ ๋ฐฉ๋ฒ•

### **ํ˜ธ๊ธฐ์‹ฌ์ด ์ƒ๊ธฐ๋Š” ๋ถ€๋ถ„**
- ์•„์ง ๊ฐœ๋…๋“ค์ด ์—ฐ๊ฒฐ๋˜์ง€ ์•Š๋Š”๋‹ค. ๋ฐฑํ„ฐ ๋ณ€ํ™˜, ๊ณ ์œ ๋ฒกํ„ฐ, ์ฐจ์› ์ถ•์†Œ PCA๊ฐ€ ์—ฐ๊ฒฐ๋˜๋Š” ๊ฒƒ์œผ๋กœ ๋ณด์ด๋Š”๋ฐ. ๋จธ๋ฆฌ์—์„  ๋”ฐ๋กœ ๊ตญ๋ฐฅ์ด๋‹ค. ์–ด๋–ป๊ฒŒ ์—ฐ๊ฒฐ๋˜๋Š”์ง€ ์‹œ์›ํ•˜๊ฒŒ ์•Œ๊ณ ์‹ถ๋‹ค.

### **์˜ค๋Š˜์„ ๋Œ์•„๋ณด๋ฉฐ**
> ์•„์Šฌ์•„์Šฌํ•˜๊ฒŒ ํƒ‘์„ ์Œ“๊ณ  ์žˆ์—ˆ๋‹ค. ๋นˆ ๊ณต๊ฐ„๋“ค์ด ์ƒ๊ฒผ์ง€๋งŒ ๋„˜์–ด๊ฐ€๋Š” ๊ฒฝ์šฐ๊ฐ€ ๋งŽ์•˜๋‹ค. ๊ทธ๋Ÿฐ๋ฐ ์˜ค๋Š˜์€ ๊ทธ ๋นˆ๊ณต๊ฐ„์„ ์ฑ„์šฐ๋ฉด์„œ ์กฐ๊ธˆ ๋ฌด๊ฑฐ์šด ๋Œ์„ ์˜ฌ๋ ค์•ผ ํ•˜๋Š” ๋‚ ๋กœ ๋ณด์ธ๋‹ค. ํ•ด๋ณด์ž~! ์ง‘์ค‘ ์ง‘์ค‘

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