Custome metrics in Mahout Recommendation

2015-03-02 Thread Vikas Kumar
I am implementing recommendation techniques in Mahout. However, I have a requirement for a custom evaluation metrics other than predefined or built-in ones. So, Q: Can someone please point me to sample custom Evaluator or metric implementation in Mahout? Thanks Vikas

Re: Custome metrics in Mahout Recommendation

2015-03-02 Thread Vikas Kumar
at 6:46 PM, Pat Ferrel wrote: > Evaluation metric? You mean like the old recommender evaluator? I’d use > MAP mean average precision, but none are implemented in the new Spark > recommender code. > > On Mar 2, 2015, at 3:12 PM, Vikas Kumar wrote: > > I am implementing reco

NamedVector and Spectral Clustering

2015-03-09 Thread Vikas Kumar
Hello All, Can someone please guide me to an example of Spectral Clustering in Mahout which uses NamedVectors? Thanks Vikas

How to change /tmp directory for mahout usage of map-reduce?

2015-03-31 Thread Vikas Kumar
Hello, I am using Mahout Spectral clustering example which internally calls a map reduce job. Right now, it is using */tmp/hadoop-/mapred/..* directory by default for its operations. Can someone please let me know how to make mahout to use a different path? Thanks Vikas

Re: How to change /tmp directory for mahout usage of map-reduce?

2015-03-31 Thread Vikas Kumar
/file/export/scratch/vikas/<<<< PRIVATE DIRECTORIES>>>>>/tmp/calculations/vector Thanks Vikas On Wed, Apr 1, 2015 at 12:55 AM, Andrew Musselman < andrew.mussel...@gmail.com> wrote: > Can you let us know which code/scripts you're using? > > On T

Re: How to change /tmp directory for mahout usage of map-reduce?

2015-03-31 Thread Vikas Kumar
ich code/scripts you're using? > > > > On Tuesday, March 31, 2015, Vikas Kumar wrote: > > > > > Hello, > > > > > > I am using Mahout Spectral clustering example which internally calls a > > map > > > reduce job. Right now, it is usi

Re: How to change /tmp directory for mahout usage of map-reduce?

2015-04-01 Thread Vikas Kumar
;<<>>>>/tmp/calculations-work--3390146237769593830 with rwxr-xr-x It seems like I just require to set the right resource (Path or string) in the Configuration object passed as the parameter of the Spectral Clustering. But not able to figure out which one. Thanks On Wed, Apr 1, 2015 at 1:43

Re: How to change /tmp directory for mahout usage of map-reduce?

2015-04-01 Thread Vikas Kumar
MapReduce jobs like > MatrixDiagnolizeJob, VectorMatrixMultiplicationJob, SSVD. > So ensure that you are passing common parameters like tempDir, outputDir > etc via Configuration across the jobs. > > Shannon could help better here. > > On Wed, Apr 1, 2015 at 3:21 AM, Vikas Kumar