Scinovex
articleTop 1% cited

Selecting and interpreting measures of thematic classification accuracy

Remote Sensing of Environment · 1997 · Vol. 62(1) · pp. 77–89
Stephen V. Stehman
Geographic Information Systems StudiesSoil Geostatistics and MappingGeochemistry and Geologic MappingMeasure (data warehouse)Computer scienceThematic mapData miningCohen's kappaProbabilistic logicStatisticsConfusion matrixKappaArtificial intelligence
Citations
1,683
FWCI
32.56
field-weighted impact
References
55
Percentile
99%
vs. same field & year
Citations per year
Cited by
A review of clustering techniques and developments
Neurocomputing · 2017 · 1,308 citations
Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment
International Journal of Remote Sensing · 2011 · 1,955 citations
A relative evaluation of multiclass image classification by support vector machines
IEEE Transactions on Geoscience and Remote Sensing · 2004 · 1,009 citations
Good practices for estimating area and assessing accuracy of land change
Remote Sensing of Environment · 2014 · 2,795 citations
An assessment of support vector machines for land cover classification
International Journal of Remote Sensing · 2002 · 1,761 citations
Status of land cover classification accuracy assessment
Remote Sensing of Environment · 2002 · 4,379 citations
References
Categorical Data Analysis
Technometrics · 1991 · 9,086 citations
Discrete Multivariate Analysis: Theory and Practice.
Contemporary Sociology A Journal of Reviews · 1975 · 5,162 citations
A review of assessing the accuracy of classifications of remotely sensed data
Remote Sensing of Environment · 1991 · 7,533 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.