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some question about the spark-fm

Open hugstone opened this issue 7 years ago • 0 comments

Q1. compare with the https://github.com/Intel-bigdata/imllib-spark,the auc performance of this spark-fm is very bad in my ctr prediction task, i have try mini-batch SGD、L-BFGS、parallel SGD and parallel FTRL, all auc < 0.7,but the same dataset and parameters on imllib-spark is 0.88,is there some fault in the implementation? Q2. in my opinion, optimizer FTRL is not a good method in FM optimize task,because ftrl will lead to the matrix V is sparse,which will recduce the effect of cross features.

hugstone avatar Sep 10 '18 09:09 hugstone