You would have to package the Model into your war (if Web application) or into
your jar (if its a standalone app).
You can read the Model from your application using ModelSerializer.readBinary()
method call.
OnlineLogisticRegression sgd = ModelSerializer.readBinary(
new FileInputStream("model"), OnlineLogisticRegression.class);
You can then invoke sgd.classify() to classify your user query.
________________________________
From: Selvakumar Arumugam (Created) (JIRA) <[email protected]>
To: [email protected]
Sent: Wednesday, December 21, 2011 10:43 AM
Subject: [jira] [Created] (MAHOUT-934) Deploy sgd classifier trained model in
an application
Deploy sgd classifier trained model in an application
-----------------------------------------------------
Key: MAHOUT-934
URL: https://issues.apache.org/jira/browse/MAHOUT-934
Project: Mahout
Issue Type: New Feature
Components: Classification, Integration
Affects Versions: 0.6
Environment: Operating System : Linux (Ubuntu)
Software Frameworks : Apache Mahout, Java, Servlet and Jsp
Reporter: Selvakumar Arumugam
Priority: Minor
Fix For: 0.6
I have generated trained model by modifying mahout sgd classifier for my own
train data.
But now i want to use that model in my web application which need to give
response as classified category for user query.
I dont know how to use that model. So please tell me
How to deploy a sgd classifier trained MODEL in an web application or any
sample application?
Or
How to use that model in Jsp/Servlet Web application to classify the query
keyword which given by user?
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