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001653: Cannot invert covariance matrix. Input data is redundant.


The inputs for the Train Maximum Likelihood Classifier appears to have duplicate bands. The covariance matrix cannot be inverted when duplicate bands exist.


Make sure your input raster and your Additional Input Raster do not have duplicate bands.