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Threshold Analyzer

Palladian for KNIME version by palladian.ws

This node performs threshold analysis for binary classification or retrieval results with confidence values. It allows to calculate Precision, Recall, F1, and Accuracy measures depending on varying confidence/probability values.


Class column
The actual class value assigned to a data item.
Positive class value
The value of the positive class.
Positive class probability
The column providing the numeric probability for an item classified as “positive”.

Input Ports

Input with actual class values (binary) and probabilities.

Output Ports

Precision, Recall, F1, and Accuracy values for different thresholds.


Pr/Rc/F1/Accuracy Threshold Curves
Curves for Precision, Recall, F1, and Accuracy depending on the threshold

Best Friends (Incoming)

Best Friends (Outgoing)


To use this node in KNIME, install Palladian for KNIME from the following update site:


A zipped version of the software site can be downloaded here.

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