Figures 5.38 and 5.39 are JMP outputs of a naive Bayes' classification analysis of the coupon redemption data shown in F
Posted: Wed Jul 06, 2022 12:14 pm
FIGURE 5.38 Nalve Bayes' Classification in the Coupon Redemption Exercise 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 Coupon 0 0 0 1 1 1 1 0 0 0 0 0 1 1 1 0 1 0 0 1 0 1 1 0 0 1 0 0 0 1 1 1 1 0 1 1 0 0 0 0 Purchases Card 0 0 1 1 1 0 1 10.52 14.89 15.75 29.27 48.15 51.40 29.89 21.23 17.55 46.60 28.01 15.97 50.10 51.62 27.48 4.95 43.25 35.04 28.94 53.67 13.24 51.54 42.05 29.71 39.24 58.38 23.75 23.89 50.94 36.37 34.40 38.01 55.87 21.46 40.75 46.52 34.93 31.97 42.28 26.28 43.97 52.48 0.9991316454 0.9974782494 0.9124979935 0.3915205079 0.0416680074 0.4939099007 0.3655092209 0 0.9896854692 1 0.8735216192 0 0.6148342156 0 0.9616866992 0.9967566198 0 1 0.0344097523 0 0.4888129668 0.4717385347 0.9998000396 0.0710955405 0.195885098 0.4057791818 1 0 1 1 1 1 0 1 0.0301262134 1 0.0818709133 0 0.9485748914 0 0.8017085656 1 0.0177471555 0 0 0.9827823924 0.9822999359 0 1 1 1 Nalve Prob 0 1 0 1 1 0 0 0 0 1 0 0.0250843437 0.9982987148 0.5047227516 0.1655294829 0.2123371265 0.1345343059 0.0211234699 0.9891791523 0.0957534988 0.0493707255 0.8848818518 0.9257238037 0.7285927506 0.9720225284 0.0654393672 0.4693726801 Nalve Prob 1 0.0008683546 0.0025217506 0.0875020065 0.6084794921 0.9583319926 0.5060900993 0.6344907791 0.0103145308 0.1264783808 0.3851657844 0.0383133008 0.0032433802 0.9655902477 0.5111870332 0.5282614653 0.0001999604 0.9289044595 0.804114902 0.5942208182 0.9749156563 0.0017012852 0.9698737866 0.9181290867 0.0514251086 0.1982914344 0.9822528445 0.0172176076 0.0177000641 0.4952772484 0.8344705171 0.7876628735 0.8654656941 0.9788765301 0.0108208477 0.9042465012 0.9506292745 0.1151181482 0.0742761963 0.2714072494 0.0279774716 0.9345606328 0.5306273199 Nalve Predicted Formula Coupon 0 0 0 1 1 1 1 0 0 0 0 0 1 1 1 0 1 1 1 1 0 1 1 0 0 1 0 0 0 1 1 1 1 0 1 1 0 0 0 0 1 1