Spatial autocorrelation definition measures how much close objects are in comparison with other close objects. Moran’s I can be classified as: positive, negative and no spatial auto-correlation.
Positive spatial autocorrelation is when similar values cluster together in a map.
Negative spatial autocorrelation is when dissimilar values cluster together in a map.