Index

A

agnostic AutoML template

creating 277, 278

agnostic model

explaining, with SHAP 143

AI bias

autopilot decision making 55

decision tree, building 58

ethical AI moral limits, explaining 59, 60

MIT Moral Machine experiment 57

trolley problem 55, 56

using, in self-driving cars (SDCs) 55

AI diagnosis

enhancing, with XAI 41

Alibi

installing 333

anchors AI explanations 357

for ImageNet 361

income, predicting 357, 359

newsgroup discussions, classifying 359, 361

anchors AI explanations, for ImageNet

Alibi, installing 361, 362

anchor image explainer, building 364, 365, 366, 367

category 367, 369

image, downloading 363, 364

image, processing 364

InceptionV3 model 362

limitations 369, 370, 371

modules, importing 361, 362

predictions, making 364

area under the curve (AUC) 226

autoencoder

creating 343

defining 342

original images, comparing with decoded...