Input validation for LogisticRegressionWithSGD

2015-03-15 Thread Rohit U
Hi, I am trying to run LogisticRegressionWithSGD on RDD of LabeledPoints loaded using loadLibSVMFile: val logistic: RDD[LabeledPoint] = MLUtils.loadLibSVMFile(sc, "s3n://logistic-regression/epsilon_normalized") val model = LogisticRegressionWithSGD.train(logistic, 100) It gives an input valida

Re: Input validation for LogisticRegressionWithSGD

2015-03-15 Thread Rishi Yadav
ca you share some sample data On Sun, Mar 15, 2015 at 8:51 PM, Rohit U wrote: > Hi, > > I am trying to run LogisticRegressionWithSGD on RDD of LabeledPoints > loaded using loadLibSVMFile: > > val logistic: RDD[LabeledPoint] = MLUtils.loadLibSVMFile(sc, > "s3n://logistic-regression/epsilon_norma

Re: Input validation for LogisticRegressionWithSGD

2015-03-15 Thread Rohit U
I checked the labels across the entire dataset and it looks like it has -1 and 1 (not the 0 and 1 I originally expected). I will try replacing the -1 with 0 and run it again. On Mon, Mar 16, 2015 at 12:51 AM, Rishi Yadav wrote: > ca you share some sample data > > On Sun, Mar 15, 2015 at 8:51 PM,