Database

csv file, transformed csv file.

1. cap-shape: bell=b, conical=c, convex=x, flat=f, knobbed=k, sunken=s

2. cap-surface: fibrous=f, grooves=g, scaly=y, smooth=s

3. cap-color: brown=n, buff=b, cinnamon=c, gray=g, green=r, pink=p, purple=u, red=e, white=w, yellow=y

4. bruises: bruises=t, no=f

5. odor: almond=a, anise=l, creosote=c, fishy=y, foul=f, musty=m, none=n, pungent=p, spicy=s

6. gill-attachment: attached=a, descending=d, free=f, notched=n

7. gill-spacing: close=c, crowded=w, distant=d

8. gill-size: broad=b, narrow=n

9. gill-color: black=k, brown=n, buff=b, chocolate=h, gray=g, green=r, orange=o, pink=p, purple=u, red=e, white=w, yellow=y

10. stalk-shape: enlarging=e, tapering=t

11. stalk-root: bulbous=b, club=c, cup=u, equal=e, rhizomorphs=z, rooted=r, missing=?

12. stalk-surface-above-ring: fibrous=f, scaly=y, silky=k, smooth=s

13. stalk-surface-below-ring: fibrous=f, scaly=y, silky=k, smooth=s

14. stalk-color-above-ring: brown=n, buff=b, cinnamon=c, gray=g, orange=o, pink=p, red=e, white=w, yellow=y

15. stalk-color-below-ring: brown=n, buff=b, cinnamon=c, gray=g, orange=o, pink=p, red=e, white=w, yellow=y

16. veil-type: partial=p, universal=u

17. veil-color: brown=n, orange=o, white=w, yellow=y

18. ring-number: none=n, one=o, two=t

19. ring-type: cobwebby=c, evanescent=e, flaring=f, large=l, none=n, pendant=p, sheathing=s, zone=z

20. spore-print-color: black=k, brown=n, buff=b, chocolate=h, green=r, orange=o, purple=u, white=w, yellow=y

21. population: abundant=a, clustered=c, numerous=n, scattered=s, several=v, solitary=y

22. habitat: grasses=g, leaves=l, meadows=m, paths=p, urban=u, waste=w, woods=d