chaeny 2020. 1. 31. 08:21

preparing for WS 2019/20 Advanced Statistical Learning _ Final exam

https://docs.google.com/document/d/1YCPVN5X5QARzxE3y10vxG934ofAxtypJY_8A3BIc6Z8/edit?usp=sharing

 

Hypothesis Spaces and Capacity

์ผ๋ถ€ Word ๊ธฐ๋Šฅ์€ Google ๋ฌธ์„œ์— ํ‘œ์‹œํ•  ์ˆ˜ ์—†์œผ๋ฉฐ ๋ณ€๊ฒฝ์‚ฌํ•ญ์ด ์ €์žฅ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์„ธ๋ถ€์ •๋ณด ๋ณด๊ธฐ

docs.google.com

์ฐธ๊ณ ํ•œ ์‚ฌ์ดํŠธ๋“ค โ—กฬˆ 

- TU Dortmund ASL moodle https://www.lsf.tu-dortmund.de/qisserver/rds?state=user&type=0

 

Technische Universität Dortmund

HERZLICH WILLKOMMEN BEI LSF - DEM HOCHSCHULPORTAL FÜR ANGEHÖRIGE DER TU DORTMUND Zentrales Login mit UniAccount Sicheres Login durch:

www.lsf.tu-dortmund.de

- https://blog.naver.com/hongjg3229/221787062355

 

5. Underfitting and Overfitting

์ด ๋‹จ๊ณ„๊ฐ€ ๋๋‚˜๋ฉด, ์šฐ๋ฆฌ๋Š” ์–ธ๋”ํ”ผํŒ…๊ณผ ์˜ค๋ฒ„ํ”ผํŒ…์˜ ๊ฐœ๋…์„ ์ดํ•ดํ•˜๊ณ  ํ™œ์šฉํ•  ์ˆ˜ ์žˆ์„ ๊ฒƒ์ด๋‹ค.โ€‹Experimentin...

blog.naver.com

- https://blog.naver.com/wpxkxmfpdls/221688936973

 

5. ๋ชจ๋ธ๊ณผ ๋ชจ๋ธ๋ณต์žก๋„(Vapnik-Chervonenkis Dimension, VC Dimension)

์ด๋ฒˆ ๋‚ด์šฉ์€ ์‚ฌ๋ญ‡ ์–ด๋ ค์šด ๋‚ด์šฉ์ž…๋‹ˆ๋‹ค. ํŠนํžˆ Vapnic-Chervonenkis Dimension์€ ๋Œ€ํ•™์ƒ๋„ ์ดํ•ดํ•˜๊ธฐ ์–ด๋ ค์šด...

blog.naver.com

- https://www.youtube.com/watch?v=puDzy2XmR5c&feature=share

- https://www.youtube.com/watch?v=dt8RvYEOrWw&list=PLzWH6Ydh35ggVGbBh48TNs635gv2nxkFI&sns=em+%EC%B6%9C%EC%B2%98%3A+https%3A%2F%2Ftheonly1.tistory.com%2Fentry%2FLinear-Regression-Bias-Variance-Decomposition+%5BBe+the+only+one%5D

- https://blog.naver.com/j767asde/221661124765

 

[๋จธ์‹ ๋Ÿฌ๋‹] No free Lunch Theorem

โ€‹'๊ณต์งœ ์ ์‹ฌ์€ ์—†๋‹ค' ๋ผ๋Š” ์˜๋ฏธ์˜ 'No Free Lunch Theorem'์€ ๋ฐ์ด๋น„๋“œ ์šธํผํŠธ(...

blog.naver.com