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Machine Learning
book

Machine Learning

by Mohssen Mohammed, Muhammad Badruddin Khan, Eihab Mohammed Bashier
August 2016
Intermediate to advanced content levelIntermediate to advanced
204 pages
3h 51m
English
CRC Press
Content preview from Machine Learning

Index

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

A

Activation functions, 92f, 99

Agents, 11

Alice’s Adventures in Wonderland (Novel), 9

Alignment problem, 145

Antecedent, rule, 53

Apple’s Siri, 32

Artificial neural network (ANN), 90

Attribute selection measure, 4146

information gain of ID3, 4144

problem with information gain, 4446

Automatic recognition of handwritten postal codes, 1517

Autonomous cars, 2021, 22f

Autonomous robots, 20

Axon, 89

B

Backpropagation algorithm, 99102

stages, 99

weights updates in neural network, 101102

Bayes’ theorem

equation, 73

posterior probability, 74

Belief, stability of (Plato), 1213

Bias, perceptron, 92

Biometric verification, GMM, 138

Bits, concept of, 40

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Publisher Resources

ISBN: 9781315354415