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breznak / neural.benchmark

Comparisons of HTM to other ML algorithms on well known datasets and synthetic anomaly benchmarks
GNU General Public License v2.0
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review meaningful modelParams #14

Open breznak opened 8 years ago

breznak commented 8 years ago

The model params we use: https://github.com/wattik/AnomalyBenchmark/blob/master/opf/modelParams.py may not be correct!

There's problem what the suitable model params should be. The current file is taken from Matt's SineWave example, a consensus on general params is in examples/anomaly/temporal/hotgym/ in NuPIC. So we want to use that file.

One obvious thing is that maxBoost=1.0, which turns boosting off. That may be a reason why we didn't replicate the "boosting problem", which was one of the issues that started this repo.

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wattik commented 8 years ago

I am working on the new version now. I'll commit it in the evening.

breznak commented 8 years ago

@wattik thanks. I can help you with that when you finish off the standing PR, so we can merge and unblock the progress..

wattik commented 8 years ago

Please, check the params. I am still not sure whether these are correct ones. I committed some changes an hour ago.

breznak commented 8 years ago

...will do!

breznak commented 8 years ago

reopening, we wanna keep an eye on https://github.com/numenta/NAB/issues/231#issuecomment-163360920