From a statistics perspective, a few things are missing. Most importantly, a discussion of statistical power and a discussion of why exactly it is that they test until statistical difference is found. Every scientist knows that if you test a big enough sample, you are more than likely going to find a statistical difference, regardless of whether it actually exists. Hence, using only that as your heuristic for what makes one algorithm better than another is not very useful.