Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing
Nicolas Karasiak, Jean-François Dejoux, Claude Monteil, David Sheeren
Topics & Concepts
Spatial analysisComputer scienceToolboxPython (programming language)Data miningArtificial intelligencePixelAutocorrelationSpatial correlationPattern recognition (psychology)Cross-validationIndependence (probability theory)Machine learningStatisticsMathematicsProgramming languageTelecommunicationsOperating systemRemote-Sensing Image ClassificationRemote Sensing in AgricultureLand Use and Ecosystem Services