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Machine Learning
book

Machine Learning

by Subramanian Chandramouli, Saikat Dutt, Amit Kumar Das
April 2018
Intermediate to advanced content levelIntermediate to advanced
456 pages
11h 47m
English
Pearson Education India
Content preview from Machine Learning

Index

A

abstraction, 6, 8, 62, 63

accuracy, of linear regression, 230232

activation functions

hyperbolic tangent function, 278279

identity function, 276

rectified linear unit function, 277

sigmoid function. See sigmoid function

threshold/step function, 276

active learning

heuristics, 305306

query strategies, 306

AdaBoost. See adaptive boosting

ADALINE network model. See adaptive linear neural element network model

adaptive boosting, 86, 311

adaptive linear neural element (ADALINE) network model, 285286

agglomerative hierarchical clustering, 258259

AI. See artificial intelligence (AI)

Aibo, 10

Alpha error, 141

AlphaGo program, 2, 29

alternate hypothesis, 141

ANN. See artificial neural network (ANN)

anomaly checking, clustering, 244

anti-monotone ...

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Publisher Resources

ISBN: 9789389588132