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Prediction Fusion

AnalyticsMiningEnsemble LearningStreamable
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Fuses multiple prediction confidences into one, combined prediction, using the selected fusion method. The selected fusion method will be applied to all confidence values (resulting from multiple predictions) of the same class. After the fusion method was applied, the resulting combined prediction confidences will be normalized to add up to one, such that they can be interpreted as probabilities.

Note: Missing values will be skipped.

Node details

Input ports
  1. Type: Table
    Original predictions
    Table containing the predictions.
Output ports
  1. Type: Table
    Fused predictions
    Table containing the fused prediction confidences and the winning class.

Extension

The Prediction Fusion node is part of this extension:

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Related workflows & nodes

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