Fwd: Need help in executing SSVD for dimensionality reduction on Mahout

2014-03-17 Thread Vijaya Pratap
Hi, I am trying to use SSVD for dimensionality reduction on Mahout, the input is a sample data in CSV format. Below is a snippet of the input 22,2,44,36,5,9,2824,2,4,733,285,169 25,1,150,175,3,9,4037,2,18,1822,254,171 I have executed the below steps. 1. Loaded the csv file and Vectorized the

Re: Need help in executing SSVD for dimensionality reduction on Mahout

2014-03-17 Thread Dmitriy Lyubimov
If the rows in the input for SSVD are data points you are trying to create reduced space for, then rows of USigma represent the same points in the PCA (reduced) space. The mapping between the input rows and output rows is by same keys in the sequence files. However, it doesn't look like your input