However, there is a difference in how the values of new features are set: instead of placing the value 1 to the original training vector, if the linked original feature is also 1, the original vector is duplicated, and the value 1 is set in the copy, for the new feature.
each original vector is duplicated as many times as there are augmented fea-tures whose value should be 1 for this vector.