Conformal Calibrator

Creates a calibration table with ranking for further calibration of the test data sets. Ranking is sorting by class probabilities provided by predictor nodes in descending order. Note that predictor must provide the class probabilities for the predictions in order to apply conformal prediction.

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.

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Workflows

• Conformal prediction classificationKNIME Hub
• Conformal prediction with model optimizationKNIME Forum
• Conformal prediction workshop by RedfieldKNIME Hub

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Developers