Skip to Content
Machine Learning Solutions
book

Machine Learning Solutions

by Jalaj Thanaki
April 2018
Beginner to intermediate content levelBeginner to intermediate
566 pages
12h 17m
English
Packt Publishing
Content preview from Machine Learning Solutions

Training the baseline model

In this section, we will perform actual training using the following ML algorithms. This step is time-consuming as it needs more computation power. We use 75% of the training dataset for actual training and 25% of the dataset for testing in order to measure the training accuracy.

You can find the code snippet in the following figure:

Training the baseline model

Figure 1.52: Code snippet for performing training

In the preceding code snippet, you can see that we performed the actual training operation using the fit() function from the scikit-learn library. This function uses the given parameter and trains the model by taking the input of the target data ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Machine Learning

Machine Learning

Subramanian Chandramouli, Saikat Dutt, Amit Kumar Das
Machine Learning for Business

Machine Learning for Business

Doug Hudgeon, Richard Nichol
Introducing Machine Learning

Introducing Machine Learning

Dino Esposito, Francesco Esposito

Publisher Resources

ISBN: 9781788390040Supplemental Content