Supervised and unsupervised raster land use and land cover classification with advanced spatial validation
GeoClassify provides a comprehensive QGIS workflow for supervised and unsupervised land use and land cover classification. Features include: supervised classification with spectral indices (NDVI, EVI, etc.), multiple ML models (Random Forest, SVM, etc.), unsupervised clustering (K-Means, Iso Cluster), spatial cross-validation, advanced metrics (Kappa, IoU), HTML/JSON reports, confusion matrix analysis, feature importance plots, and spatial autocorrelation detection. Supports NoData handling and post-processing.
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