Peng Meng created SPARK-22114:
---------------------------------
Summary: The condition of OnlineLDAOptimizer convergence should be
configurable
Key: SPARK-22114
URL: https://issues.apache.org/jira/browse/SPARK-22114
Project: Spark
Issue Type: Improvement
Components: ML, MLlib
Affects Versions: 2.3.0
Reporter: Peng Meng
Priority: Minor
The current convergence of OnlineLDAOptimizer is:
{code:java}
while(meanGammaChange > 1e-3)
{code}
The condition of this is critical for the performance and accuracy of LDA.
We should keep this configurable, like it is in Vowpal Vabbit:
https://github.com/JohnLangford/vowpal_wabbit/blob/430f69453bc4876a39351fba1f18771bdbdb7122/vowpalwabbit/lda_core.cc
:638
--
This message was sent by Atlassian JIRA
(v6.4.14#64029)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
