Multiple Linear Regression

I’m trying to set up a multiple linear regression prediction model. Is there node available to do this?

Thank you

Hi @GK1724 -

You’ll want to use the Linear Regression Learner node, along with the Regression Predictor node. Here’s a very simple example using the Iris dataset, predicting petal width based on the other available variables. The Learner node is where you find the model coefficients and associated p-values, and the Predictor node contains the predictions for the test set. The Numeric Scorer node outputs some simple summary statistics (R^2, RMSE, etc).

IrisLinearRegressionExample.knwf (18.7 KB)