I use full data optimization and Monte Carlo validation(robustness test) in the reactor.
I use OOS Monitor for the Out of sample.
Balance Stability is a performance metric develop to be as a combination of R-Squared, correlation and better scaling for a strategy
Eastudio guide, under acceptable criteria