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Discovering Knowledge in Data Errata Chapter 1 Page xiii Text: CHANGE: “data mining implementation” “data mining implementations” Text: CHANGE: “view as a process” “viewed as a process” Text: CHANGE: “1. Business understanding phase” “1. Business/Research Understanding Phase” Text: CHANGE: “in brief a” “in brief, a” Page 6 Page 12 Text: CHANGE: Page 15 Text: CHANGE: The sentences in the bulleted list have periods (.) However, the sentences in similarly formatted bulleted lists on pages 13, 14, and 17 do not have periods. “(drugs B and C)” and “(drugs A and X)” “(drugs B or C)” and “(drugs A or X)” Text: CHANGE: “estrogens, or other medications, or are” “estrogens, other medications, or are” Text: CHANGE: “(Chapter 6), and neural network” “(Chapter 6), and neural networks” Page 22 Text: CHANGE “bankruptcy from crisis conditions, as opposed to normal conditions” “bankruptcy from crisis-conditions, as opposed to normalconditions” (match other usage examples in the case study) Chapter 2 Page 29 Text: “as our poor customer 1004 has” “customer 1004’s reported income” CHANGE: customer 1002 Page 32 Text: Replace all uses of variable cylinder to cylinders Page 34 (middle) Text: CHANGE: “and not in error” “and not an error” Page 37 Text: CHANGE: “tells us that we may expect variables values” “tells us that we may expect variable values” Chapter 3 Page 48 Text: CHANGE: “perhaps not quite as the high as that for the” “perhaps not quite as high as that for the” Page 54 Text: CHANGE: “distribution is right-skewed, with a mode at one call.” “distribution is right-skewed, with a mode of one call.” Chapter 4 Page 76 Text: CHANGE: “a peek at the eight of these fields for the first 16 cereals” “a peek at eight of these fields for the first 15 cereals” Page 76 Text: CHANGE: NOTE: “First 16 Cereals” “First 15 Cereals” Located in the Table 4.4 caption Page 83 (bottom) Text: CHANGE: “coefficients for all the variables, shown in the Table 4.6” “coefficients for all the variables, shown in Table 4.6” Page 84 (top) Text: CHANGE “The first column (in bold) shows” “The first column shows” Text: CHANGE: “Fibre” “Fiber” NOTE: Located in Table 4.6 Page 87 (middle) Text: CHANGE: “This indicates that our multiple regression models accounts” “This indicates that our multiple regression model accounts” Page 88 (top) Text: CHANGE: “reducing the functionality of model and” “reducing the functionality of the model and” Chapter 5 Page 93 Text: CHANGE: “The straight line in has the benefit” “The straight line has the benefit” Page 98 Text in caption for Figure 5.8: “new patient 2.” CHANGE: “new patient 3.” Page 100 (middle) Text: CHANGE: different ( xi ' yi ) different ( xi , yi ) Page 100 Text: d(A, C) = (20 20) 2 12 1 CHANGE: d(A, C) = (50 50) 2 12 1 Page 102 Text (Three references): Figure 5.5 CHANGE: Figure 5.8 Page 102 Text (caption to Table 5.3): Figure 5.4 CHANGE: Figure 5.7 Page 105 Text (in Table 5.4) CHANGE: from 0.16783 to 0.17643 CHANGE: from 0.26737 to 0.09756