Complex sentence: Logistic regression does not have as many assumptions and restrictions as discriminant analysis, however, when discriminant analysis assumptions are met, it is more powerful than logistic regression.
Split into simpler sentences: Logistic regression does not have as many assumptions and restrictions as discriminant analysis. However, when discriminant analysis assumptions are met, it is more powerful than logistic regression.