In some situations, e.g testing the value of individual signals to be built into an ensemble method, it can be a bit too early to implement trading logic for the strategy needed to do a standard portfolio-based backtest. What are some metrics to use at this stage? I'm currently using average index adjusted percent change over the next $$k$$ days as one of mine, for example.