Re: Question about Multinomial LogisticRegression in spark mllib in spark 2.1.0

2017-02-01 Thread Hollin Wilkins
Hey Aseem, If you are looking for a full-featured library to execute Spark ML pipelines outside of Spark, take a look at MLeap: https://github.com/combust/mleap Not only does it support transforming single instances of a feature vector, but you can execute your entire ML pipeline including featur

Re: Question about Multinomial LogisticRegression in spark mllib in spark 2.1.0

2017-02-01 Thread Seth Hendrickson
In Spark.ML the coefficients are not "pivoted" meaning that they do not set one of the coefficient sets equal to zero. You can read more about it here: https://en.wikipedia.org/wiki/Multinomial_logistic_regression#As_a_set_of_independent_binary_regressions You can translate your set of coefficient