April 2018
Intermediate to advanced
456 pages
11h 47m
English
A
accuracy, of linear regression, 230–232
activation functions
hyperbolic tangent function, 278–279
identity function, 276
rectified linear unit function, 277
sigmoid function. See sigmoid function
threshold/step function, 276
active learning
query strategies, 306
AdaBoost. See adaptive boosting
ADALINE network model. See adaptive linear neural element network model
adaptive linear neural element (ADALINE) network model, 285–286
agglomerative hierarchical clustering, 258–259
AI. See artificial intelligence (AI)
Aibo, 10
Alpha error, 141
alternate hypothesis, 141
ANN. See artificial neural network (ANN)
anomaly checking, clustering, 244
anti-monotone ...