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Classification

To use the classifier the vector parameters must be defined. The parameters are defined by adding toolbox results in the Classification pane.

The following operations are available:

  • Add - Activates Classification Parameter Setup
  • Edit - Change an existing parameter
  • Up - moves a parameter up
  • Down - moves a parameter down
  • Delete - removes a parameter
  • Active - activates / deactivates a parameter
  • Required - sets parameters to be required for the classifier to return true
  • Always included - will be included also when undefined or not calculated
  • Parameter weight - change parameter weight
  • Normalize - normalizes the calculated weight coeffisients

Weights

  • Automatic weight calculation - activates automatic weight calculation method
    • 1 / ( max-min) | 1 / std | 1 / 3*std | none
  • A - calculates weights

Constraints

  • Maximum distance - defined the maximum distance to be accepted
  • Minimum separation - required separation between classes to be accepted
  • Minimum quality - the percentage of defined results in the classification vector

Note: if no constraints are active the closest reference will be selected as the best class

Automatic weights optimize the distance measure based on the reference values

Classification Parameter Setup

        

  • Active - enable parameter
  • Required for classification - sets parameters to be required for the classifier to return true
  • Always included in distance - will be included also when undefined or not calculated
  • Name - name of parameter
  • Parameter - toolbox result name
  • Parameter weight - user defined weight
    • Note: in addition to the normalized weights
  • Conversion - activates result conversion
    • Square, Square Root and Cube Root
    • Note: An area can be converted by taking the Square Root
  • Statistics - displays the reference statistics for this parameter
 

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