# 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

2012 ImageNet competition 152

A

absolute error 35

Adaptive Prediction Sets (APS) 162-164

calibration phase 163

prediction phase 164

quantile threshold, determining 163

adaptive synthetic sampling (ADASYN) 184

aleatoric uncertainty 16, 92, 150

examples 16

AlexNet revolutionary 152

algorithms, for multi-class classification

decision trees 194

Naive Bayes 194

neural networks (NNs) 194

Area Under the Receiver Operating Characteristic Curve (AUC-ROC) 196

AvgC 32

B

Bayesian approaches 129

Bayesian Neural Networks (BNNs) 156, 173

Bayesian PI construction techniques

Bayesian forecasting models 129

Monte Carlo Markov Chain (MCMC) sampling 129

Bidirectional Encoder Representations from Transformers (BERT...