Will the network structure be too complex to perform parameter learning?

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philrain
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Joined: Mon Jul 04, 2022 7:47 am

Will the network structure be too complex to perform parameter learning?

Post by philrain »

After obtaining the network structure through Bayesian search, I tried to use parameter learning, but the software crashed directly. Is it because the network structure is too complicated? There are a total of 87 nodes in the network, and each point is set to have less than 5 parent nodes.
shooltz[BayesFusion]
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Joined: Mon Nov 26, 2007 5:51 pm

Re: Will the network structure be too complex to perform parameter learning?

Post by shooltz[BayesFusion] »

I suspect one or more nodes are based on a data column(s) with very large number of distinct values. If your data file has a unique identifier column, do not include it.
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