We’ve written a plugin for QGIS which allows the accuracy of classification to be assessed in an efficient manner. For information on how to use the plugin and follow the tutorial in the worksheet below:

• Worksheet (ClassAccuracyQGISPluginTutorial.pdf)
• Example Dataset for Worksheet (ClassAccuracyExample.zip)

The latest version of the plugin can be download from the bitbucket repository.