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Possible large memory usage fix
In the formation of the hypothetical organism portion of the matrix, a hypothetical column is added for each column of A
, and for each threshold
. Since the matrix A
is reduced using the cutoff
here, we only really need to make the hypothetical columns for the reduced A
.
For large training databases and diverse samples, this will significantly reduce the memory usage (as it now briefly spikes before the basis is reduced).