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Linear Regression

Linear Regression. Demo using PolyAnalyst Generating Linear Regression Formula Generating Regression Rules for Categorical classification. CPU Data. Select Data Source Type. Select Source File. Edit Project. Explore by Linear Regression. Select Independent Fields & Target.

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Linear Regression

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  1. Linear Regression • Demo using PolyAnalyst • Generating Linear Regression Formula • Generating Regression Rules for Categorical classification

  2. CPU Data

  3. Select Data Source Type

  4. Select Source File

  5. Edit Project

  6. Explore by Linear Regression

  7. Select Independent Fields & Target

  8. Linear Regression • class = -65.4261 +0.0644143*MYCT +0.0142251*MMIN +0.00655274*MMAX +0.485249*CACH +1.18320*CHMAX

  9. Gain Chart

  10. Classification Rule • Demo using PolyAnalyst

  11. Weather Data

  12. Working with Attributes

  13. Classify

  14. Prediction Rule • 0.6224 < (+2.00797 +0.474537*if(outlook='overcast',1,0) -0.0165110*humidity -0.356277*if(windy,1,0))

  15. Confusion Matrix True Negative False Positive False Negative True Positive

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