夏肇毅知識運算網: Weka Data Mining example 1- Regression with autoMpg.arff - 夏肇毅部落格

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夏肇毅知識運算網: Weka Data Mining example 1- Regression with autoMpg.arff

2017/03/15 22:12

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[夏肇毅知識運算網 Mark Hsia's Knowledge Computing Web]Weka Data Mining example 1- Regression with autoMpg.arff

2017-03-15

Waikato Environment for Knowledge Analysis (WEKA):

Start Weka GUI.

Click Explorer Button to start the Weka Explorer.

Download regression data from the Weka DataSet page:

Copy and unzip it to the data directory under the directory where the Weka was installed, like "C:\Program Files\Weka-3-8\".

Click Open file Button to open a data file

Find the directory "C:\Program Files\Weka-3-8\data\datasets-numeric\numeric\"

Then select the "autoMpg.arff" to find out a regression model to predict the miles per gallon (MPG) for a car.

Weka loads the data and shows Attributes of this data file.

Click the "Classify" tab on upper side of the window.

Click "Choose" button within the Classifier area.

Select LinearRegression under the branch of the tree "weka-classifiers-functions".

Click the Start button.

We can see the result of the Linear Regression.

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