April 2019
Beginner to intermediate
252 pages
4h 40m
English
Content preview from Machine Learning for Data Mining
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Modifying model options
Modifying model options to improve the model is one of the straightforward ways to improve a model. We will see how we can do this with the help of an example:
- We will create an SVM model just as we did in the second chapter:
- Click on Status, go to the Expert tab, and select Expert under Mode. As we have seen in Chapter 2, Getting Started with Machine Learning, whenever we are using SVM models, we need to modify their settings. Change the Regularization parameter to 5. And, in the Kernel type, select Polynomial. Then, click on Run.
- You will see a model created. Now, let's do our next step of analyzing the model. ...
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