Mushroom data set 1: Description. This data set includes descriptions of hypothetical samples corresponding to 23 species of gilled mushrooms in the Agaricus and Lepiota Family. Each species is identified as edible or poisonous. 2: Type. Classification 3: Origin. Real world 4: Instances. 5644 (8124) 5: Features. 22 6: Classes. 2 7: Missing values. Yes 8: Header. @relation mushroom @attribute Cap-shape {x, b, s, f, k, c} @attribute Cap-surface {s, y, f, g} @attribute Cap-color {n, y, w, g, e, p, b, u, c, r} @attribute Bruises {t, f} @attribute Odor {p, a, l, n, f, c, y, s, m} @attribute Gill-attachment {f, a, d, n} @attribute Gill-spacing {c, w, d} @attribute Gill-size {n, b} @attribute Gill-color {k, n, g, p, w, h, u, e, b, r, y, o} @attribute Stalk-shape {e, t} @attribute Stalk-root {e, c, b, r, u, z} @attribute Stalk-surface-above-ring {s, f, k, y} @attribute Stalk-surface-below-ring {s, f, y, k} @attribute Stalk-color-above-ring {w, g, p, n, b, e, o, c, y} @attribute Stalk-color-below-ring {w, p, g, b, n, e, y, o, c} @attribute Veil-type {p, u} @attribute Veil-color {w, n, o, y} @attribute Ring-number {o, t, n} @attribute Ring-type {p, e, l, f, n, c, s, z} @attribute Spore-print-color {k, n, u, h, w, r, o, y, b} @attribute Population {s, n, a, v, y, c} @attribute Habitat {u, g, m, d, p, w, l} @attribute Class {p, e} @inputs Cap-shape, Cap-surface, Cap-color, Bruises, Odor, Gill-attachment, Gill-spacing, Gill-size, Gill-color, Stalk-shape, Stalk-root, Stalk-surface-above-ring, Stalk-surface-below-ring, Stalk-color-above-ring, Stalk-color-below-ring, Veil-type, Veil-color, Ring-number, Ring-type, Spore-print-color, Population, Habitat @outputs Class