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 methods 96, 98
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...
