Is a Trading Method Still Practical If Its Costs Are Difficult to Estimate?

Some approaches involve variable spreads, uncertain holding periods or frequent execution that makes total costs less predictable. How do you decide whether those costs can be measured well enough to evaluate the method? Would you avoid a strategy if its profitability depends on assumptions that cannot be verified reliably?