April 2019
Beginner to intermediate
252 pages
4h 40m
English
Content preview from Machine Learning for Data Mining
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The need for balancing data
To demonstrate this, we will use a different dataset. Select the Var. File node on the canvas. Navigate to where the file is located by clicking the triple dots beside the file field. Then select the Loan dataset:
Go to the Types tab and change the Loan predictor's Role to Target. This is the variable that we will predict:
Click on Read Values. Then, click on OK. In this example, we are predicting whether or not people have a loan.
Let's see the distribution of our loan variable; go to the Graphs palette and connect ...
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