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Conformal Predictor

StreamableConformal Prediction extension for KNIME Workbench version 1.0.0.v202003061347 by Redfield AB

Calculates the table with P values and Scores for test data based on the provided calibration table.

Options

Target column
A column with target column that is being predicted.
Keep All Columns
If checked all columns from input table will be also included into output table along with calibration columns.
Keep ID column
If checked selected ID column from input table will be included into output table.

Input Ports

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Table with predictions and class probabilities. Target variable must have the same domain as the calibration table.
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Calibration Table

Output Ports

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Table with calibrated predictions.

Best Friends (Incoming)

Best Friends (Outgoing)

Workflows

Installation

To use this node in KNIME, install Redfield Conformal Prediction Nodes from the following update site:

KNIME 4.3

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Developers

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