How to Save Your Machine Learning Model and Make Predictions in Weka

Last Updated on December 11, 2019

After you have found a well performing machine learning model and tuned it, you must finalize your model so that you can make predictions on new data.

In this post you will discover how to finalize your machine learning model, save it to file and load it later in order to make predictions on new data.

After reading this post you will know:

  • How to train a final version of your machine learning model in Weka.
  • How to save your finalized model to file.
  • How to load your finalized model later and use it to make predictions on new data.

Kick-start your project with my new book Machine Learning Mastery With Weka, including step-by-step tutorials and clear screenshots for all examples.

Let’s get started.

How to Save Your Machine Learning Model and Make Predictions in Weka

How to Save Your Machine Learning Model and Make Predictions in Weka
Photo by Nick Kenrick, some rights reserved.

Tutorial Overview

This tutorial is broken down into 4 parts:

  1. Finalize Model where you will
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