For example, training each FLSA model on CallHome37 takes about 35 minutes of CPU time, and on Map-Task 17 minutes, on computers with one Pentium 1.7Ghz processor and 1Gb of memory.
it would be better to focus only on the most promising models, especially when the number of features is high, because of the exponential number of combinations.