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Posted to issues@spark.apache.org by "DB Tsai (JIRA)" <ji...@apache.org> on 2014/06/27 22:30:25 UTC
[jira] [Updated] (SPARK-2309) Generalize the binary logistic
regression into multinomial logistic regression
[ https://issues.apache.org/jira/browse/SPARK-2309?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
DB Tsai updated SPARK-2309:
---------------------------
Description:
Currently, there is no multi-class classifier in mllib. Logistic regression can be extended to multinomial one straightforwardly.
The following formula will be implemented.
http://www.slideshare.net/dbtsai/2014-0620-mlor-36132297/25
was:
There is no multi-class classifier in mllib now. Logistic regression can be extended to multinomial one straightforwardly.
The following formula will be implemented.
http://www.slideshare.net/dbtsai/2014-0620-mlor-36132297/25
> Generalize the binary logistic regression into multinomial logistic regression
> ------------------------------------------------------------------------------
>
> Key: SPARK-2309
> URL: https://issues.apache.org/jira/browse/SPARK-2309
> Project: Spark
> Issue Type: New Feature
> Components: MLlib
> Reporter: DB Tsai
>
> Currently, there is no multi-class classifier in mllib. Logistic regression can be extended to multinomial one straightforwardly.
> The following formula will be implemented.
> http://www.slideshare.net/dbtsai/2014-0620-mlor-36132297/25
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