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I recommend reading Russell Congalton's book Assessing the Accuracy of Remotely Sensed Data: Principles and Practices for a comprehensive analysis of the subject. Looking at your accuracy assessment, I see two red flags suggesting that the accuracy of the classified product is poor. First, an overall accuracy of 0.4 can be interpreted as saying 6 times out ...

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