Mushrooms are fungi, part of a kingdom of their own separate from plants and animals. As you might imagine, they present numerous features to assess before deciding whether one is edible or not.
This dataset includes 61069 hypothetical mushrooms with caps based on 173 species (353 mushrooms per species). Each mushroom is identified as definitely edible, definitely poisonous,
cap-diameter (m): float number in cm cap-shape (n): bell=b, conical=c, convex=x, flat=f, sunken=s, spherical=p, others=o cap-surface (n): fibrous=i, grooves=g, scaly=y, smooth=s, shiny=h, leathery=l, silky=k, sticky=t, wrinkled=w, fleshy=e cap-color (n): brown=n, buff=b, gray=g, green=r, pink=p, purple=u, red=e, white=w, yellow=y, blue=l, orange=o, black=k does-bruise-bleed (n): bruises-or-bleeding=t,no=f gill-attachment (n): adnate=a, adnexed=x, decurrent=d, free=e, sinuate=s, pores=p, none=f, unknown=? gill-spacing (n): close=c, distant=d, none=f gill-color (n): see cap-color + none=f stem-height (m): float number in cm
https://www.kaggle.com/datasets/devzohaib/mushroom-edibility-classification