Index

Accuracy, 37

Artificial intelligence (AI) analysis, 3, 42

Artificial neural networks, 108, 110

Association, 30, 43

Auto expenditure

comparisons in, 162

logistic regression for, 155, 157

Backpropagation learning rule, 110

Banking industry, 6–7

Bankruptcy data, 55–56

Bar coding, 1

Big data, features of, 1

Business data mining, 5–10

tools. See Data mining tools

Business intelligence, 10

Casino gaming, 4–5

Centroid discriminant model, 91

of insurance fraud data, 91

Churn, 9

Classification, 43

errors, 35

CLEMENTINE, 28

Cloning, 9

Cluster analysis, 19–22, 41

Coding, variables, 85

Coincidence matrixes, 35–36

decision tree, 162

false negative, 35

false positive, 35

for full logistic regression model, 156

KNIME, 100, 118

logistic regression and, ...

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