Node Connectivity

There are 5201 nodes that can be used as predessesor for a node with an input port of type Generic Port.

Density Scorer 

Calculates density scores given a density model.

Density Updater 

Updates a density model.

Graph Density Initializer 

Creates a density model of a n-dimensional vector space, based on a kNN graph.

Graph Density Uncertainty Scorer Deprecated

Calculates/Updates the density of a n-dimensional vector space, based on a kNN graph. For details see the RALF […]

Potential Density Initializer 

Initializes a density based exploration potential of a n-dimensional vector space.

Potential Uncertainty Scorer Deprecated

Calculates/Updates a density based exploration potential of a n-dimensional vector space.

KNFST Learner 

Learns a KNFST-Model for Novelty Detection

KNFST Novelty Scorer 

Uses KNFST-model to calculate Novelty Scores for new data points

Local Novelty Scorer 

Scores the novelty of test instances based on a local KNFST model trained with the k nearest neighbors in kernel space.

Entropy Uncertainty Scorer Streamable

Calculates the entropy uncertainty score of a class probability distribution.