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How find wine quality from a data set using linear regression in weka?

Description

How to calculate wine quality from a DataSet using linear regression.

Process

  Load dataset in weka explorer.

  Preprocess the dataset for replacing Missing values & outliers:

1.Choose -> Weka -> Filter -> Unsupervised ->Attributes -> ReplaceMissingValues.

2.Choose -> Weka -> Filter -> Unsupervised ->Instances -> RemoveWithValues.

Splitting dataset for Training and Testing Model: Classify Tab -> Choose -> Weka -> Classifier -> Function ->Linear Regression.

Then, click Percentage split mention 80% for Training & remaining for testing.

   Select the variable Quality ,then Click start to find the Value.


Screenshots