Data Science, 2nd Edition

Index

Note: Page numbers followed by “b” “f” and “t” refer to boxes, figures and tables, respectively.

A

“ABCs” of DL, 324

Accuracy, 83, 266, 266t

ACF chart, See AutoCorrelation Function chart (ACF chart)

Activation function, 320, 320f

“Actual Class”, 267

AdaBoost, 157–158, 158f, 159f

Additive time series, 401–402, 403f

Advanced statistical techniques, 450–451

Aggregate operator, 404

AGI, See Artificial general intelligence (AGI)

AI, See Artificial intelligence (AI)

AI Winter (1960s–2006), 310–311

RapidMiner XOR example, 311f

Algorithms, 14–18

Andrews curves, 61–63, 62f

Andrews plot, 61

ANNs, See Artificial neural networks (ANNs)

Anomaly detection, 13t, 17–18, 372, 447, 447–453, 450–453, 526

causes of outliers, 448–449

LOF technique, 460–464