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Conformal Scorer

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

  • Efficiency – the ratio of single label classification (right or wrong). Calculated as Single class predictions / Total
    See Additional prediction information option section for parameters description.
  • Validity - counts the fraction of correct predictions. If a record belongs to a mixed class containing the correct value it is considered to be correct. Calculated as Total_match/Total
    See Additional prediction information option section for parameters description.

Node details

Input ports
  1. Type: Table
    Input
    Table with ranked predictions and classes.
Output ports
  1. Type: Table
    Results
    The accuracy statistics table

Extension

The Conformal Scorer node is part of this extension:

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