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Super Mario

  • ๋ฐ์ดํ„ฐ ์ถœ ์ฒ˜ : Kaggle Dataset https://www.kaggle.com/uciml/mushroom-classification
  • ๋ถ์•„๋ฉ”๋ฆฌ์นด ๋ฒ„์„ฏ์— ๋Œ€ํ•œ ํ•„๋“œ ์•ˆ๋‚ด์„œ (Audubon Society Field Guide from North American Mushrooms) (1981)์—์„œ ์ถ”์ถœํ•œ ์•„๊ฐ€๋ฆฌ์ฟ ์Šค (Agaricus)์™€ ๋ ˆ ํ”ผ์˜ค ํƒ€ (Lepiota) ๊ฐ€์กฑ ๋ฒ„์„ฏ์— ํ•ด๋‹นํ•˜๋Š” ๊ฐ€์„ค ์  ์‹œ๋ฃŒ์— ๋Œ€ํ•œ ์„ค๋ช…์ด ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.
  • ๋ฒ„์„ฏ 23 ์ข…์˜ ๋ฐ์ดํ„ฐ

๋ณ€์ˆ˜ ์ด๋ฆ„๊ณผ ์„ค๋ช…

์ด๋ฆ„ ์„ค๋ช… ๋ณ€์ˆ˜
class ์‹์šฉ ๋ฒ„์„ฏ๊ณผ ๋… ๋ฒ„์„ฏ p=poison, e=edible
cap-shape ๊ฐ“ ํ˜•ํƒœ bell=b, conical=c, convex=x, flat=f, knobbed=k, sunken=s
cap-surface ๊ฐ“์˜ ํ‘œ๋ฉด fibrous=f, grooves=g, scaly=y, smooth=s
cap-color ๊ฐ“์˜ ์ƒ‰๊น” brown=n, buff=b, cinnamon=c ,gray=g, green=r, pink=p, purple=u, red=e, white=w, yellow=y
bruises ๋ฉ ์œ ๋ฌด bruises=t, no=f
odor ๋ƒ„์ƒˆ almond=a, anise=l, creosote=c, fishy=y, foul=f, musty=m, none=n, pungent=p, spicy=s
gill-attachment ์ฃผ๋ฆ„์‚ด attached=a, descending=d, free=f, notched=n
gill-spacing ์ฃผ๋ฆ„์‚ด ๊ฐ„๊ฒฉ close=c, crowded=w, distant=d
gill-size ์ฃผ๋ฅผ์‚ด ํฌ๊ธฐ broad=b, narrow=n
gill-color ์ฃผ๋ฆ„์‚ด ์ƒ‰ black=k, brown=n, buff=b, chocolate=h, gray=g, green=r, orange=o, pink=p, purple=u, red=e, white=w, yellow=y
stalk-shape ์ค„๊ธฐ ๋ชจ์–‘ enlarging=e, tapering=t
stalk-root ์ค„๊ธฐ ๋ฟŒ๋ฆฌ bulbous=b, club=c, cup=u, equal=e, rhizomorphs=z, rooted=r, missing=?
stalk-surface-above-ring ํ„ฑ๋ฐ›์ด ์œ„์ชฝ ์ค„๊ธฐ ๋ชจ์–‘ fibrous=f, scaly=y, silky=k, smooth=s
stalk-surface-below-ring ํ„ฑ๋ฐ›์ด ์•„๋ž˜์ชฝ ์ค„๊ธฐ ๋ชจ์–‘ fibrous=f, scaly=y, silky=k, smooth=s
stalk-color-above-ring ๊ฐ“ ์œ„์ชฝ์˜ ์ค„๊ธฐ ์ƒ‰๊น” brown=n, buff=b, cinnamon=c, gray=g, orange=o, pink=p ,red= , white=w, yellow=y
stalk-color-below-ring ๊ฐ“ ์•„๋ž˜์˜ ์ค„๊ธฐ ์ƒ‰๊น” brown=n, buff=b, cinnamon=c, gray=g, orange=o, pink=p, red=e, white=w, yellow=y
veil-type ๋ฒ ์ผ ์œ ํ˜• partial=p, universal=u
veil-color ๋ฒ ์ผ ์ƒ‰๊น” brown=n, orange=o, white=w, yellow=y
ring-number ํ„ฑ๋ฐ›์ด ๊ฐฏ์ˆ˜ ring-number: none=n, one=o, two=t
ring-type ํ„ฑ๋ฐ›์ด ์œ ํ˜• cobwebby=c, evanescent=e, flaring=f, large=l, none=n, pendant=p, sheathing=s, zone=z
spore-print-color ํฌ์ž ์ƒ‰๊น” black=k, brown=n, buff=b, chocolate=h, green=r, orange=o, purple=u, white=w, yellow=y
population ์„œ์‹ ๋ถ„ํฌ ์œ ํ˜• abundant=a, clustered=c, numerous=n, scattered=s, several=v, solitary=y
habitat ์„œ์‹์ง€ grasses=g, leaves=l, meadows=m, paths=p, urban=u, waste=w, woods=d

![mush room](resource/mush room.png)

  • ์ฃผ๋ฆ„์‚ด (gill) : ์ƒ์‹์„ธํฌ์ธ ํ™€์”จ๋ฅผ ์ƒ์„ฑํ•˜๋Š” ๋ฒ„์„ฏ์˜ ํ•œ ๋ถ€๋ถ„. ๊ฐ“์˜ ์•„๋žซ๋ฉด์— ์žˆ๋‹ค.

  • ๋Œ€์ฃผ๋จธ๋‹ˆ / ๊ท ํฌ (volva): ๋ฏธ์„ฑ์ˆ™ํ•œ ๋ฒ„์„ฏ์„ ์™„์ „ํžˆ ๊ฐ์‹ธ๊ณ  ์žˆ๋˜ ๋ง‰์ด ์ค„๊ธฐ๊ฐ€ ์ƒ์žฅํ•จ์— ๋”ฐ๋ผ ์ฐข์–ด์ง„ ํ”์ .

  • ๊ท ์‚ฌ / ํŒก์ด์‹ค (hypha): ๊ฐ„ํ˜น ํฐ์ƒ‰์„ ๋ ๋Š” ๋ฏธ์„ธํ•œ ์‚ฌ์ƒ์ฒด. ๋ฒ„์„ฏ์˜ ์ƒ์žฅ์— ํ•„์š”ํ•œ ๋ฌผ๊ณผ ์œ ๊ธฐ๋ฌผ์งˆ์„ ํก์ˆ˜ํ•œ๋‹ค.

  • ๊ท ์‚ฌ์ฒด (mycelium): ํ™€์”จ์˜ ๋ฐœ์•„๋ฅผ ํ†ตํ•ด ์ƒ์„ฑ๋œ ๊ท ์‚ฌ๊ฐ€ ์„œ๋กœ ์–ฝํžŒ ์ง‘ํ•ฉ์ฒด. ์—ฌ๊ธฐ์—์„œ ๋ฒ„์„ฏ์˜ ์ง€์ƒ ๋ถ€๋ถ„์ด ๋ฐœ๋‹ฌํ•œ๋‹ค.

  • ํ™€์”จ / ํฌ์ž (spores): ์ผ๋ฐ˜์ ์œผ๋กœ ๋Œ€๊ธฐ๋กœ ๋ฐฉ์ถœ๋œ ๋’ค ๊ธฐ์งˆ์— ๋–จ์–ด์ ธ์„œ ์ƒˆ๋กœ์šด ๋ฒ„์„ฏ์ด ์ƒ๊ฒจ๋‚˜๊ฒŒ ํ•˜๋Š” ๋ฏธ์„ธํ•œ ์ƒ์‹์„ธํฌ.

  • ์ค„๊ธฐ (stem): ๋ฒ„์„ฏ์˜ ๊ฐ“์„ ์ง€์ง€ํ•˜๋Š” ๊ธฐ๋‘ฅ.

  • ํ„ฑ๋ฐ›์ด (ring): ๊ฐ“์˜ ์•„๋ž˜์—์„œ ์ค„๊ธฐ๋ฅผ ๋‘˜๋Ÿฌ์‹ผ ๋ง‰. ๋ฏธ์„ฑ์ˆ™ํ•œ ๋ฒ„์„ฏ์˜ ์ฃผ๋ฆ„์‚ด์„ ๊ฐ์‹ธ๊ณ  ์žˆ๋‹ค๊ฐ€ ๊ฐ“์ด ์„ฑ์žฅํ•˜๋ฉด์„œ ํŒŒ์—ด๋œ ๋ง‰์˜ ํ”์ ์ด๋‹ค.

  • ๊ฐ“ (cap): ํ˜•ํƒœ์™€ ์ƒ‰์ƒ์ด ๋‹ค์–‘ํ•œ ๋ฒ„์„ฏ์˜ ์ƒ๋‹จ๋ถ€. ์ฃผ๋ฆ„์‚ด์„ ๋ณดํ˜ธํ•œ๋‹ค. ๋Œ€๊ฐœ ๋จธ๋ฆฌ์— ์“ฐ๋Š” ๋ชจ์ž๋ฅผ ๋‹ฎ์€ ํ˜•ํƒœ๋ฅผ ๋ ๋Š” ๋ฐ์„œ ๊ทธ ์ด๋ฆ„์ด ๋น„๋กฏ๋˜์—ˆ๋‹ค.

์‚ฌ์šฉ๋ฒ•

Dependency Install

$ python3 -m pip install -r requirements.txt

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