Use the U matrix for clustering.
Note that you are replicating what the spectral clustering already does.
On Wed, Jul 31, 2013 at 5:09 AM, Stuti Awasthi wrote:
> Hi All,
>
> I wanted to group the documents with same context but which belongs to one
> single domain together. I have tried KMeans
many people also use PCA options workflow with SSVD and then try clusterize
the output U*Sigma which is dimensionally reduced representation of
original row-wise dataset. To enable PCA and U*Sigma output, use
ssvd -pca true -us true -u false -v false -k=... -q=1 ...
-q=1 recommended for accuracy.
Thanks
Stuti Awasthi
-Original Message-
From: Dmitriy Lyubimov [mailto:dlie...@gmail.com]
Sent: Wednesday, July 31, 2013 11:15 PM
To: user@mahout.apache.org
Subject: Re: How to SSVD output to generate Clusters
many people also use PCA options workflow with SSVD and then try clusterize the
out
(My apologies, but I am having some problem in grasping the SSVD
> algorithm. The concept of Rank is not clear to me)
>
> 4. If I generate -k =100 in SSVD, will I still be able to create say 10
> Clusters using the clustering with this data.
>
> Thanks
> Stuti Awasthi
>
>
On Thu, Aug 1, 2013 at 5:49 AM, Stuti Awasthi wrote:
> I think there is a problem because of NamedVector as after some search I
> get this Jira. https://issues.apache.org/jira/browse/MAHOUT-1067
>
Note also that this bug is fixed in 0.8
> > Number of cluster to be created . What is the purpose of -k(rank) in SSVD
> > (My apologies, but I am having some problem in grasping the SSVD
> > algorithm. The concept of Rank is not clear to me)
> >
> > 4. If I generate -k =100 in SSVD, will I still be abl
-Original Message-
From: Ted Dunning [mailto:ted.dunn...@gmail.com]
Sent: Thursday, August 01, 2013 8:37 PM
To: user@mahout.apache.org
Subject: Re: How to SSVD output to generate Clusters
On Thu, Aug 1, 2013 at 5:49 AM, Stuti Awasthi wrote:
> I think there is a problem because of Named
t
>
> Regards
> Stuti Awasthi
>
>
>
>
>
> -----Original Message-
> From: Ted Dunning [mailto:ted.dunn...@gmail.com]
> Sent: Thursday, August 01, 2013 8:37 PM
> To: user@mahout.apache.org
> Subject: Re: How to SSVD output to generate Clusters
>
> On
ut as :
>> ,,.
>>
>> Please let me know if I have performed any mistake in the end to end
>> execution as well Im not sure Why SSVD output is not generating the named
>> vectors as the issue id fixed..
>>
>> Please suggest
>>
>> Regards
>
riginal Message-
From: Dmitriy Lyubimov [mailto:dlie...@gmail.com]
Sent: Friday, August 02, 2013 11:39 PM
To: user@mahout.apache.org
Subject: Re: How to SSVD output to generate Clusters
by eyeballing the code, i think i don' t see a problem. if rows of A are named
values, then row of U (or U*Si
> Stuti Awasthi
>
> -Original Message-
> From: Dmitriy Lyubimov [mailto:dlie...@gmail.com]
> Sent: Friday, August 02, 2013 11:39 PM
> To: user@mahout.apache.org
> Subject: Re: How to SSVD output to generate Clusters
>
> by eyeballing the code, i think i don' t s
@mahout.apache.org
Subject: RE: How to SSVD output to generate Clusters
Thanks Stuti. Yes it looks like it is not there. Let me run a test. One
question . Did you use -q 0 or 1 or sometni g elw se?
On Aug 7, 2013 12:18 AM, "Stuti Awasthi" wrote:
> Hey Dmitriy,
>
> Sorry for
R u working off of Mahout 0.8 or 0.7?
"hadoop jar mahout-distribution-0.7/mahout-core-0.8-job.jar"
From: Stuti Awasthi
To: "user@mahout.apache.org"
Sent: Wednesday, August 7, 2013 5:12 AM
Subject: RE: How to SSVD output to generat
riginal Message-
From: Suneel Marthi [mailto:suneel_mar...@yahoo.com]
Sent: Wednesday, August 07, 2013 2:49 PM
To: user@mahout.apache.org
Subject: Re: How to SSVD output to generate Clusters
R u working off of Mahout 0.8 or 0.7?
"hadoop jar mahout-distribution-0.7/mahout-core-0.8-job.jar"
___
vectors -o /stuti/SSVD/Output -k 90 -U true -V
> true --reduceTasks 1
>
> Thanks
> Stuti Awasthi
>
> -Original Message-
> From: Dmitriy Lyubimov [mailto:dlie...@gmail.com]
> Sent: Wednesday, August 07, 2013 2:14 PM
> To: user@mahout.apache.org
> Subject: RE: Ho
rue -V
>> true --reduceTasks 1
>>
>> Thanks
>> Stuti Awasthi
>>
>> -Original Message-
>> From: Dmitriy Lyubimov [mailto:dlie...@gmail.com]
>> Sent: Wednesday, August 07, 2013 2:14 PM
>> To: user@mahout.apache.org
>> Subject: RE: How to SS
0.0787696939450401,37:0.070653
>>> > 56340476747,38:0.08437107545490818,39:0.06381670380272558,40:0.0464059
>>> > 64753673735,41:0.0601332388
>>> >
>>> > 594578,42:-0.12996454299711707,43:0.10779361589915878,44:-0.0652470275
>>> > 4474347,45:0.0
t;> > 533887785207,28:0.0019344239524856396,29:0.002936116541403362,30:-0.07
>>>> > 249587007236825,31:0.0016026176038041033,32:-0.075256224166,33:0.0
>>>> > 6603931206284432,34:0.01922
>>>> >
>>>> > 6806201249697,35:0.1397278124533
doing this successfully.Let me know if you
find something.
> > Sent: Friday, August 02, 2013 11:39 PM
>>>>> > To: user@mahout.apache.org
>>>>> > Subject: Re: How to SSVD output to generate Clusters
>>>>> >
>>>>> > by
19 matches
Mail list logo
