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Posted to dev@bigtop.apache.org by "RJ Nowling (JIRA)" <ji...@apache.org> on 2015/07/12 17:41:06 UTC
[jira] [Created] (BIGTOP-1931) Add multinomial product purchasing
model to BPS Data Generator
RJ Nowling created BIGTOP-1931:
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Summary: Add multinomial product purchasing model to BPS Data Generator
Key: BIGTOP-1931
URL: https://issues.apache.org/jira/browse/BIGTOP-1931
Project: Bigtop
Issue Type: New Feature
Components: blueprints
Affects Versions: 0.8.0
Reporter: RJ Nowling
Assignee: RJ Nowling
My recent analysis have found problems with our [Markov models|http://rnowling.github.io/math/2015/07/06/bps-product-markov-model.html]. I proposed a [multinomial model|http://rnowling.github.io/math/2015/07/07/bps-product-multinomial.html] and demonstrated that it could produce data amenable to [segmentation|http://rnowling.github.io/math/2015/07/11/customer-segmentation-bps-multinomial.html]. I'd like to add this multinomial model to the BPS data generator, make it the new default model, and evaluate it for a while.
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