Electronics and Communication Engineering Machine Learning Experiments

To apply Linear Regression to predict the relationship between dependent and independent variables

  1. Click on CREATE to perform the experiment.
  2. Enter the values for X(Age) and Y(Glucose-level) in the ATTRIBUTES section and click on the ADD button to add values to the table.
  3. Repeat step 2 until there are 10 rows in the table.
  4. Click on the NEXT button to provide the data for testing.
  5. Now, enter a value for X (Age) in the ATTRIBUTE section, and then click on the NEXT button.
  6. Complete the observation table by clicking on the buttons labeled XY, X2 and Σ in the specified order.
  7. Enter values of (Σx, Σy, Σxy, Σx2) for b0 equation, then click on the SUBMIT button.
  8. Enter values of (Σx, Σy, Σxy, Σx2) for b1 equation, then click on the SUBMIT button.
  9. Enter the values of b0 & b1 into the y equation, and then click on the SUBMIT button.
  10. Finally, click the PLOT button to plot the graph.