How to arrange the two methods

[chen-xiao-dong]

I have to say this is a fantasticaly intresting program.Say to "Quick and works like a charm 90% of the time. For other 10% you can use the power of machine learning algorithms",I wonder how do we organically compose these two methods in practice, in other words,how do we check the previous failed then we have chance to trun to the ML?