From: Genetic algorithm with logistic regression for prediction of progression to Alzheimer's disease
# of features | Average AUC (GA selected variable sets) | Average AUC (randomly selected variable sets) |
---|---|---|
3 | 0.89 | 0.69 |
4 | 0.88 | 0.71 |
5 | 0.89 | 0.74 |
6 | 0.89 | 0.75 |
7 | 0.89 | 0.77 |
8 | 0.89 | 0.77 |
9 | 0.90 | 0.77 |
11 | 0.90 | 0.79 |