Table 3.3 Mushroom data Variables: Species (species as named) Y1 = Pileus Cap Width, interval [a1, b1] Y2 = Stipe Length, interval [a2, b2] Y3 = Stipe Thickness, interval [a3, b3] Y4 = Edibility, U=inedible, Y=edible, T=toxic input u species $ a1 b1 a2 b2 a3 b3 ---------------- 1 arorae 3.0 8.0 4.0 9.0 0.5 2.5 U 2 arvenis 6.0 21.0 4.0 14.0 1.0 3.5 Y 3 benesi 4.0 8.0 5.0 11.0 1.0 2.0 Y 4 bernardii 7.0 16.0 4.0 7.0 3.0 4.5 Y 5 bisporus 5.0 12.0 2.0 5.0 1.5 2.5 Y 6 bitorquis 5.0 15.0 4.0 10.0 2.0 4.0 Y 7 califorinus 4.0 11.0 3.0 7.0 0.4 1.0 T 8 campestris 5.0 10.0 3.0 6.0 1.0 2.0 Y 9 comtulus 2.5 4.0 3.0 5.0 0.4 0.7 Y 10 cupreoBrunneus 2.5 6.0 1.5 3.5 1.0 1.5 Y 11 diminutives 1.5 2.5 3.0 6.0 0.25 0.35 U 12 fuseoFibrillosus 4.0 15.0 4.0 15.0 1.5 2.5 Y 13 fuscovelatus 3.5 8.0 4.0 10.0 1.0 2.0 Y 14 hondensis 7.0 14.0 8.0 14.0 1.5 2.5 T 15 lilaceps 8.0 20.0 9.0 19.0 3.0 5.0 Y 16 micromegathus 2.5 4.0 2.5 4.5 0.4 0.7 Y 17 praeclaresquamosus 7.0 19.0 8.0 15.0 2.0 3.5 T 18 pattersonae 5.0 15.0 6.0 15.0 2.5 3.5 Y 19 perobscurus 8.0 12.0 6.0 12.0 1.5 2.0 Y 20 semotus 2.0 6.0 3.0 7.0 0.4 0.8 Y 21 silvicola 6.0 12.0 6.0 12.0 1.5 2.0 Y 22 subrutilescens 6.0 12.0 6.0 16.0 1.0 2.0 Y 23 xanthodermus 5.0 17.0 4.0 14.0 1.0 3.5 T