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https://issues.apache.org/jira/browse/MADLIB-1159?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16168233#comment-16168233
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Frank McQuillan commented on MADLIB-1159:
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Brian,
Could you please write down what you want the final sparse matrix to look like?
Depending on that, I could see one or more of the following modules being used:
encoding
http://madlib.apache.org/docs/latest/group__grp__encode__categorical.html
pivot
http://madlib.apache.org/docs/latest/group__grp__pivot.html
sparse vectors
http://madlib.apache.org/docs/latest/group__grp__svec.html
Frank
> Provide examples for common sparse matrix cases
> -----------------------------------------------
>
> Key: MADLIB-1159
> URL: https://issues.apache.org/jira/browse/MADLIB-1159
> Project: Apache MADlib
> Issue Type: Documentation
> Reporter: Brian Dolan
>
> A fairly common table structure is of the form `key1, key2, value` like a
> triples in a graph. These are often not normalized.
> It would be useful to provide an example of transforming this class of tables
> into a sparse matrix. Perhaps an example dataset could be a term-document
> matrix.
> TABLE doc_term;
> document, term, freq
> "do androids dream of electric sheep", "rachel", 75
> "do androids dream of electric sheep", "andy", 56
> "do androids dream of electric sheep", "hands", 128
> "da vinci code book review", "vapid",1326
> "da vinci code book review", "uninspired",265
> "da vinci code book review", "nauseating",879293
> "da vinci code book review", "inane",471
> Into a sparse matrix table of documents by features.
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