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Conformal Predictor and Classifier (Regression)

Community NodesConformal predictionAdvancedStreamable
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The node returns the prediction of conformal regression model based on the regression model and conformal regression calibration table. The purpose of this node is similar to Conformal Predictor. This node is supposed to be used WITH Conformal Calibration and Conformal Prediction loops.

Node details

Input ports
  1. Type: Table
    Calibration Table
    Table with predictions and optionally difficulty estimates from the calibration set.
  2. Type: Table
    Prediction Table
    Table provided by predictor nodes fitted predictions. Target variable must have the same domain as the calibration table.
Output ports
  1. Type: Table
    Output
    Table with estimated intervals for predicted values.

Extension

The Conformal Predictor and Classifier (Regression) node is part of this extension:

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Related workflows & nodes

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