Regression

  • Updated on Jan 13, 2023
  • Published on Mar 29, 2022
  • 1 minute(s) read
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Description

The Regression node applies a regression model to a data set; determine the relationship between variables.


Configuration Options

Basic Configuration Options

Setting Description\Parameters
Split Columns The selected columns split the data set over to build additional models.
Model Type The model type.

Options
  • RidgeRegression
  • MultipleLinearRegression
  • RandomForest
  • GradientBoostedTrees
Model Action RebuildAndScore will automatically rebuild the model every time you score.

Options
  • Score
  • RebuildAndScore
Target The column we are predicting; can be continuous or categorical in nature.
Role Column Splits input data into SCORING or TRAINING. Builds the model from TRAINING data.
Predictors The columns we are using to predict.

Actions

Action Description
Preview Once the node is configured, the combined result set can be previewed at any time.