Active Machine Learning with Python

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.

A

active learning

versus passive learning 13, 14

active machine learning (active ML) 3, 115-117, 131, 132

components 5

definition 4

implementing, for image classification project 66

loop 6

methods 131

used, for enhancing production model monitoring 128

using, for segmentation project 84-88

active ML, applications 4

anomaly detection 5

computer vision applications 4

medical diagnosis 5

natural language tasks 4

recommendation systems 5

active ML, for image classification project

CNN, building for CIFAR dataset 67-73

uncertainty sampling, applying to improve classification performance ...