Hello NuPIC,

I've been discussing with Matt on gitter a while ago https://gitter.im/numenta/public/archives/2015/08/19 about size of "iterationCount" parameter. My original problem was that the swarming get stucked when I used "iterationCount": -1 on huge data set (249459 lines). Matt said that everything that is over 3000 is waste. So setting "iterationCount": 3000 solved my problems. But there are two questions that comes to my mind:

1. What does the "iterationCount" exactly mean? Is it how much rows (from the beginning of file) will be involved in swarming process or how many times will swarm iterate over the input until it finds best model?

2. If it means the number of lines that are involved in swarm process isn't setting a fix number (everything instead of -1 problem)? I mean what if I have large data which nature might change after 3000th row, will be swarming able to handle this?

Thank you

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