Re: LinearRegressionWithSGD Outputs NaN

2015-07-21 Thread Burak Yavuz
Hi, Could you please decrease your step size to 0.1, and also try 0.01? You could also try running L-BFGS, which doesn't have step size tuning, to get better results. Best, Burak On Tue, Jul 21, 2015 at 2:59 AM, Naveen nav...@formcept.com wrote: Hi , I am trying to use

LinearRegressionWithSGD Outputs NaN

2015-07-21 Thread Naveen
Hi , I am trying to use LinearRegressionWithSGD on Million Song Data Set and my model returns NaN's as weights and 0.0 as the intercept. What might be the issue for the error ? I am using Spark 1.40 in standalone mode. Below is my model: val numIterations = 100 val stepSize = 1.0 val