<t>The correlation matrix has to be positive semidefinite, or else the procedure won't work.That means that sometimes with very high correlations or correlations of different classes that don't match (for example correlation {a,b} = 1, {a,c} = 1, but {b,c} = 0, as an extreme example) you will get er...