Predictive Systems Predictor (Regression)

The node returns cumulative distribution function (CDF) for each sample as List column. CDF for the sample is calculated with predictions and conformal regression calibration table. It is optionally available to to predictions normalization with difficulty measure - Sigma (needs to be calculated separately). The purpose of this node is similar to Conformal Predictor or Conformal Predictor and Classifier (Regression) nodes. This node is supposed to be used WITH Conformal Calibration and Conformal Prediction loops.

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