Index
Symbols
Sanger's rule 416
A
activation function 500
activation function, Multilayer Perceptron (MLP)
about 509
rectifier activation function 510, 511, 512
softmax 512
AdaBoost
example, with scikit-learn 468, 469, 470, 471, 473
AdaBoost.M1 456
AdaBoost.R2 465, 466, 467, 468
AdaBoost.SAMME.R 462, 463, 464
AdaDelta
using, with TensorFlow/Keras 540
AdaGrad
using, with TensorFlow/Keras 538
Adaptive Moment Estimation (Adam)
about 536
in TensorFlow/Keras 537
adjacency matrix 134
adjusted Rand index
adversarial training
affinity matrix 134
AIC
used, for determining optimal number of components 366, 367
anti-Hebbian 423
approaches, ensemble learning
bagging (bootstrap aggregating) 441
boosting...