Figures 5.38 and 5.39 are JMP outputs of a naive Bayes' classification analysis of the coupon redemption data shown in F
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Figures 5.38 and 5.39 are JMP outputs of a naive Bayes' classification analysis of the coupon redemption data shown in F
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