Index

A

activation function, 234.
acuity, 258.
AdaBoost, 328.
AdaBoost.M1, 321, 416.
Add, 395.
AddCluster, 396, 397.
AddExpression, 397.
additive logistic regression, 327-32.
additive regression, 325-32.
AdditiveRegression, 416.
AddNoise, 400.
AD (all-dimensions) tree, 280-28.
ADTree, 408.
advanced methods. See implementation—real-world scheme.
adversarial data mining, 356-35.
aggregation, appropriate degree in data warehousing, 53.
Akaike Information Criterion (AIC), 277.
Alberta Ingenuity Centre for Machine Learning, 38.
algorithms
additive logistic regression, 327.
advanced methods, 187-283. See also implementation—real-world scheme.
association rule mining, 112-11.
bagging, 319.
basic methods, 83-142. See also algorithms-basic method.
Bayesian ...

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