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Conformal Scorer (Regression)

Community NodesConformal prediction
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Compares predictions made by Conformal Regressor with actual values. There are two types of scoring:

  • Error rate – the proportion of test instances where the true target is outside the prediction interval. Calculated as 1 - Number of validate predictions/Total
    See Additional prediction information option section for parameters description.
  • Mean interval size - the value of mean prediction interval. Calculated as Sum of all interval sizes/Total
    See Additional prediction information option section for parameters description.

Node details

Input ports
  1. Type: Table
    Input
    Table with predictions, upper bounds and lower bounds.
Output ports
  1. Type: Table
    Output
    The accuracy statistics table.

Extension

The Conformal Scorer (Regression) node is part of this extension:

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