Machine Learning with Python

8

 

 

MODEL DESIGN

 

Before we explore specific supervised learning algorithms, it’s useful to pause and take a high-level look at the full procedure of building a machine learning model. This involves reviewing a number of steps examined in the preceding chapters as well as new methods including evaluate and predict. These 10 steps take place inside your development environment and follow a relatively fixed sequence. Once you are familiar with this framework, you will find it easy to design your own machine learning models from start to finish.

 

Figure 22: An overview of designing a machine learning model

 

1) Import libraries

Given the ...