Skip to content

SeungbeomDo/DataScience-Lab-Yonsei-Predict_Loan-22_Fall_Modeling_A

ย 
ย 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

ย 

History

10 Commits
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 
ย 

Repository files navigation

Predict Loan


Credit:   ๊ฐ•๊ฑด์šฐ ๊น€์› ๋„์Šน๋ฒ” ์กฐ์ฐฌํ˜• โœŠ

๋ชจ๋“  ๋ถ„์„ ๊ณผ์ •๊ณผ ๊ฒฐ๊ณผ๋Š” code/๋…์ˆ˜๋ฆฌ์‚ฌํ˜•์ œ.ipynb์— ๋ชฉ์ฐจ๋ณ„๋กœ ์ •๋ฆฌํ•ด ๋†“์•˜์Šต๋‹ˆ๋‹ค.

img7



OverView



### ๋Œ€์ถœ ์˜ˆ์ธก ํ”„๋กœ์ ํŠธ์— ๋๋˜ ๋ชจ๋ธ๋ง ์ž๋ฃŒ์ž…๋‹ˆ๋‹ค.

๋ถ„์„ ๋ชฉ์ฐจ๋Š” ๋‹ค์Œ ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.

img1



Dataset



๋ฐ์ดํ„ฐ์…‹์€ ๋Œ€ํšŒ ๊ทœ์ •์— ๋”ฐ๋ผ ์—…๋กœ๋“œ ํ•  ์ˆ˜ ์—†์ง€๋งŒ ๋‹ค์Œ ํ˜•์‹๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค.

img2



EDA (๋ชจ๋ธ ํ›„๋ณด ์„ ์ •)


EDA์˜ ๊ฒฐ๊ณผ ์—ญ์‹œ ๋ฐ์ดํ„ฐ์…‹์— ๋Œ€ํ•œ ์ผ๋ถ€ ๋ฐ์ดํ„ฐ์…‹์— ๋Œ€ํ•œ ๋‚ด์šฉ์˜ ์—ฐ์žฅ์„ ์ด๋ฏ€๋กœ ๊ณต์œ ๊ฐ€ ์–ด๋ ค์šธ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

img3



Modeling


img4

img5



conclusion


img6

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 100.0%