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

Description

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

Solution

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