Journal
REMOTE SENSING OF ENVIRONMENT
Volume 113, Issue 8, Pages 1658-1663Publisher
ELSEVIER SCIENCE INC
DOI: 10.1016/j.rse.2009.03.014
Keywords
Classification accuracy; Difference; Hypothesis test; Confidence interval
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The comparison of classification accuracy statements has generally been based upon tests of difference or inequality when other scenarios and approaches may be more appropriate. Procedures for evaluating two scenarios with interest focused on the similarity in accuracy values, non-inferiority and equivalence, are outlined following a discussion of tests of difference (inequality). It is also suggested that the confidence interval of the difference in classification accuracy may be used as well as or instead of conventional hypothesis testing to reveal more information about the disparity in the classification accuracy values compared. (C) 2009 Elsevier Inc. All rights reserved.
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