Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

Symbols

20 Newsgroups

reference link 332

-Inf value 308

A

aggregate primitive 267

aggregation primitives

features, creating 289-295

reference link 289

arbitrary capper

reference link 168

arbitrary intervals

variable, discretizing 128-132

arbitrary number

used, for replacing missing values 16-19

Asian Machine Learning Conference (ACML) 310

automatic feature extraction

from time series 300-309

AveOccup variable 86

average occupancy 86

average word length feature 335

B

Bag-of-Words (BoW) 341

reference link 139

used, for creating features 341-344

BinaryEncoder()

reference link 75

binary encoding

performing 72-75

reference link 75

binary operations

reference link 227

binary variable

creating, through one-hot...