Comparing accuracy assessments to infer superiority of image classification methods

The z-test based on the Kappa statistic is commonly used to infer superiority of one map production method over another. Typically the same reference data set is used to calculate and next compare the Kappa's of the two maps. This data structure easily leads to dependence between the two error-...

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Bibliographic Details
Published in:	International journal of remote sensing Vol. 27; no. 1; pp. 223 - 232
Main Authors:	de Leeuw, J., Jia, H., Yang, L., Liu, X., Schmidt, K., Skidmore, A. K.
Format:	Journal Article
Language:	English
Published:	Abingdon Taylor & Francis 10.01.2006 Taylor and Francis
Subjects:	Animal, plant and microbial ecology Applied geophysics Biological and medical sciences Earth sciences Earth, ocean, space Exact sciences and technology Fundamental and applied biological sciences. Psychology General aspects. Techniques Internal geophysics system Teledetection and vegetation maps Netherlands Western Europe brackish-water environment maps Europe accuracy vegetation Classifier classification evaluation Randomization salt marshes imagery Alternative method statistical analysis Performance Data structure errors
ISSN:	0143-1161, 1366-5901
Online Access:	Get full text
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