I would suggest you test your unfiltered entry criteria first, then test a second time with your RSI filter to see if it adds any value.
Test 1: All stocks, no filter, your crossover model
Test 2: All stocks, RSI Filter, your crossover model.
If Test 2 doesn't outperform Test 1, then...