SMILE and GENIE structure learning

The engine.
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snowave
Posts: 22
Joined: Mon Jan 25, 2016 1:27 pm

SMILE and GENIE structure learning

Post by snowave »

Hi,

I have a relatively large dataset with 2500 features. I use SMILE and GENIE to perform greedy thick thinning structure learning. SMILE (in C++) seems going to run infinitely long without a response. GENIE, when using max num of parents=3, runs for 7 minutes and pop an error. If instead, of using max num of parents=1, GENIE runs fine. So my question is how can I perform gtt algorithm (or Bayesian search) for this dataset by using max parent num>=2? Is this a memory limitation problem? Thanks

snowave
shooltz[BayesFusion]
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Joined: Mon Nov 26, 2007 5:51 pm

Re: SMILE and GENIE structure learning

Post by shooltz[BayesFusion] »

SMILE (in C++) seems going to run infinitely long without a response. GENIE, when using max num of parents=3, runs for 7 minutes and pop an error.
What's your compiler?
snowave
Posts: 22
Joined: Mon Jan 25, 2016 1:27 pm

Re: SMILE and GENIE structure learning

Post by snowave »

I'm using VS2015
snowave
Posts: 22
Joined: Mon Jan 25, 2016 1:27 pm

Re: SMILE and GENIE structure learning

Post by snowave »

It just runs for a long time. Thanks. I changed from debug mode to release mode.
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