Github user bgreeven commented on the pull request:
https://github.com/apache/spark/pull/1290#issuecomment-56343909
Changed optimiser to LBFGS. Works much faster, but has the disadvantage
(due to the increased convergence speed per iteration) that it also starts to
exhibit overfitting earlier (after much fewer iterations).
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