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Self-Organizing Map Cluster Labels
and Use
The Self-Organizing Map Cluster Category and Labels panel
options for setting the category and label for each cluster. The
fields displayed are:
- Cluster
- The index of the cluster ranging from 0 to the product of
the network architecture output rows and columns.
- Category
- A user-supplied value which can indicate the action to
take when this cluster is the winner.
- Label
- A user-supplied description of the cluster, which could
be the most significant attributes its members.
Through analyzing the network weights array, each of the
clusters can be provided a label describing their most salient
characteristics and the category for action defined. These values
may then be entered in the listbox and used to display the Cluster
Diagram inspector.
Steps in using the panel for training include:
- Select a cluster row. Select a cluster category from the
available list, or enter a new value in the box. Press
the Set Category button.
- Select a cluster row. Select a cluster label from the
available list, or enter a new value in the box. Press
the Set Label button..
- Repeat for each cluster row.
You can multiply select rows and set values for more than one
row at a time.