Book Image

Microsoft Azure Machine Learning

By : Sumit Mund, Christina Storm
Book Image

Microsoft Azure Machine Learning

By: Sumit Mund, Christina Storm

Overview of this book

Table of Contents (21 chapters)
Microsoft Azure Machine Learning
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
Index

Model deployment


Before publishing your model as a web service, create a scoring experiment and make sure that the Web service input and the Web service output modules are properly connected. Also, process the model if you want your output in a proper format, for example, outputting only the scored label and input to the score model may not contain the label column; in this case, you can also filter the ArrDelay15 column along with the others in the Project Columns module connected to the Score Model module. Let's take a look at the following screenshot:

Then, publish your scoring experiment, so that it would be available as a web service in the staging environment. Test your web service visually and also with Excel. If you are good at programming, you're encouraged to test your web service by writing a small client program as well.