Through experiments on a few sample ratios, we notice that feature selection using genetic algorithm is able to reduce the feature dimensionality to about 170,000 which greatly lowers down the downstream computational complexity.
the improvement contributed by GA after confidence tuning is not obvious as that before confidence tuning.