Machine Learning Systems

List of Tables

Chapter 1. Learning reactive machine learning

Table 1.1. Pupdate location data model

Table 1.2. Revised pupdate location data model

Table 1.3. Possible prediction values

Chapter 4. Generating features

Table 4.1. Phases of feature generation

Table 4.2. Transforming times into time labels

Table 4.3. Binning

Chapter 5. Learning models

Table 5.1. Similarity instances

Table 5.2. Probabilities

Chapter 9. Delivering

Table 9.1. Model deployment criteria

Table 9.2. Approaches to deployments

Chapter 10. Evolving intelligence

Table 10.1. Mapping from system dimensions to reactive principles