Re: [R] On-line machine learning packages?
Hello Jay, Did you find the answer to your question on incremental machine learning? If not, I found some links that might help: It appears that might be able to do streaming/incremental machine learning in Weka: http://moa.cs.waikato.ac.nz/details/classification/using-weka/ On the above link, there is a link to a free online book on data stream mining: http://heanet.dl.sourceforge.net/project/moa-datastream/documentation/StreamMining.pdf While weka is a separate project from R, there is an R to Weka interface available at http://cran.r-project.org/web/packages/RWeka/index.html Sadly, I didn't see any streaming/incremental machine learning packages on the CRAN machine leaning task view. I would guess that your best bet is using Weka with the Rweka interface, but I'm a neophyte in the machine learning field, so please take this advice with a grain of salt. Sincerely, Jason On 09/13/2011 02:35 AM, Jay wrote: How does sequential classification differ form running a one-off classifier for each run? - Because feedback from the previous round can and needs to be incorporated into the ext round. http://lmgtfy.com/?q=R+machine+learning - That is a new low. I was hoping to get help, oblivious I was wrong to use this forum in the hopes of somebody had already battled these kinds of problems in R. On Sep 13, 1:52 am, Jason Edgecombeja...@rampaginggeek.com wrote: I already provided the link to the task view, which provides a list of the more popular machine learning algorithms for R. Do you have a particular algorithm or technique in mind? Does it have a name? How does sequential classification differ form running a one-off classifier for each run? On 09/12/2011 05:24 AM, Jay wrote: In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphydjmu...@gmail.comwrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jayjosip.2...@gmail.comwrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombeja...@rampaginggeek.comwrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting
Re: [R] On-line machine learning packages?
Hi Jay, I see this thread is a bit (ok, quite) old at this point, but I see you never really got an answer to your question that was satisfactory. I figured you might be interested to know that Dirk has started to wrap vowpal wabbit[1,2] into an R package, RVowpalWabbit[3,4] The package itself is still a rather bare-bones, but perhaps it can be useful to you in its current state, or perhaps the raw vowpal wabbit. You might also consider the shogun toolbox[5]. As of its 1.0 release, I believe it has incorporated vowpal wabbit in some form or another to do online learning, but might have other online learning algos baked in. It has its own flavor of an R interface (r_static or r_modular), which might work for you if you can get it to compile. -steve [1] Vowpal Wabbit (home page): http://hunch.net/~vw/ [2] Vowpal Wabbit (github): https://github.com/JohnLangford/vowpal_wabbit [3] RVowpalWabbit (CRAN): http://cran.r-project.org/web/packages/RVowpalWabbit/index.html [4] RVowpalWabbit (R-forge): https://r-forge.r-project.org/projects/rvowpalwabbit/ [5] The shogun toolbox: http://www.shogun-toolbox.org/ On Mon, Sep 12, 2011 at 5:24 AM, Jay josip.2...@gmail.com wrote: In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphy djmu...@gmail.com wrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jay josip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombe ja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. -- Steve
Re: [R] On-line machine learning packages?
How does sequential classification differ form running a one-off classifier for each run? - Because feedback from the previous round can and needs to be incorporated into the ext round. http://lmgtfy.com/?q=R+machine+learning - That is a new low. I was hoping to get help, oblivious I was wrong to use this forum in the hopes of somebody had already battled these kinds of problems in R. On Sep 13, 1:52 am, Jason Edgecombe ja...@rampaginggeek.com wrote: I already provided the link to the task view, which provides a list of the more popular machine learning algorithms for R. Do you have a particular algorithm or technique in mind? Does it have a name? How does sequential classification differ form running a one-off classifier for each run? On 09/12/2011 05:24 AM, Jay wrote: In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphydjmu...@gmail.com wrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jayjosip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombeja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the
Re: [R] On-line machine learning packages?
On Mon, 2011-09-12 at 23:35 -0700, Jay wrote: How does sequential classification differ form running a one-off classifier for each run? - Because feedback from the previous round can and needs to be incorporated into the ext round. http://lmgtfy.com/?q=R+machine+learning - That is a new low. I was hoping to get help, oblivious I was wrong to use this forum in the hopes of somebody had already battled these kinds of problems in R. Jay, perhaps instead of bemoaning the level of assistance provided here, you might like to rephrase your question? When I initially saw your email it sounded quite vague, especially as I am not an expert in or even that familiar with the specific topic you are interested in. It is probably as a result of your overly vague question (to all but someone well informed about on-line machine learning) that you have been pointed to general resources on machine learning in R. Your original messages, IIRC, did not say you had looked at, for example, the task view and come up wanting. If you want assistance with something specific, then tell the list exactly what it is you want. I notice in your reply to Jason above, that you answered just one of the two questions he posed. You didn't address this question: Do you have a particular algorithm or technique in mind? Does it have a name? If you did, that might solicit more helpful responses? G On Sep 13, 1:52 am, Jason Edgecombe ja...@rampaginggeek.com wrote: I already provided the link to the task view, which provides a list of the more popular machine learning algorithms for R. Do you have a particular algorithm or technique in mind? Does it have a name? How does sequential classification differ form running a one-off classifier for each run? On 09/12/2011 05:24 AM, Jay wrote: In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphydjmu...@gmail.com wrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jayjosip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombeja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.netwrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting
Re: [R] On-line machine learning packages?
You posed a very vague question: what packages are available for classification tasks. Then you respond by saying that you have done some searching to no avail on Rseek, not specifying what it Providing you with answers is purely voluntary for the people on the mailing list. Sending vague, incomplete questions gets you vague incomplete answers. Take a look at the posting guide for some tips on how to write a good, to the point, mail. PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. Paul On 09/13/2011 06:35 AM, Jay wrote: How does sequential classification differ form running a one-off classifier for each run? - Because feedback from the previous round can and needs to be incorporated into the ext round. http://lmgtfy.com/?q=R+machine+learning - That is a new low. I was hoping to get help, oblivious I was wrong to use this forum in the hopes of somebody had already battled these kinds of problems in R. On Sep 13, 1:52 am, Jason Edgecombe ja...@rampaginggeek.com wrote: I already provided the link to the task view, which provides a list of the more popular machine learning algorithms for R. Do you have a particular algorithm or technique in mind? Does it have a name? How does sequential classification differ form running a one-off classifier for each run? On 09/12/2011 05:24 AM, Jay wrote: In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphydjmu...@gmail.com wrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jayjosip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombeja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.netwrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE
Re: [R] On-line machine learning packages?
Jay, I understood your question, but I don't know any package with a classifier that uses feedback as input. I'm looking for something similar, but for regression. If you find something, please let me know. André Rossi 2011/9/13 Jay josip.2...@gmail.com How does sequential classification differ form running a one-off classifier for each run? - Because feedback from the previous round can and needs to be incorporated into the ext round. http://lmgtfy.com/?q=R+machine+learning - That is a new low. I was hoping to get help, oblivious I was wrong to use this forum in the hopes of somebody had already battled these kinds of problems in R. On Sep 13, 1:52 am, Jason Edgecombe ja...@rampaginggeek.com wrote: I already provided the link to the task view, which provides a list of the more popular machine learning algorithms for R. Do you have a particular algorithm or technique in mind? Does it have a name? How does sequential classification differ form running a one-off classifier for each run? On 09/12/2011 05:24 AM, Jay wrote: In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphydjmu...@gmail.com wrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jayjosip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombeja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps:// stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp:// www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp:// www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps:// stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp:// www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp:// www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps:// stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp:// www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp:// www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __
Re: [R] On-line machine learning packages?
If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombe ja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] On-line machine learning packages?
http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jay josip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombe ja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] On-line machine learning packages?
In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphy djmu...@gmail.com wrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jay josip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombe ja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] On-line machine learning packages?
On 09/11/2011 03:42 PM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. //Jay __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. http://lmgtfy.com/?q=R+machine+learning Paul -- Paul Hiemstra, Ph.D. Global Climate Division Royal Netherlands Meteorological Institute (KNMI) Wilhelminalaan 10 | 3732 GK | De Bilt | Kamer B 3.39 P.O. Box 201 | 3730 AE | De Bilt tel: +31 30 2206 494 http://intamap.geo.uu.nl/~paul http://nl.linkedin.com/pub/paul-hiemstra/20/30b/770 __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] On-line machine learning packages?
I already provided the link to the task view, which provides a list of the more popular machine learning algorithms for R. Do you have a particular algorithm or technique in mind? Does it have a name? How does sequential classification differ form running a one-off classifier for each run? On 09/12/2011 05:24 AM, Jay wrote: In my mind this sequential classification task with feedback is somewhat different from an completely offline, once-off, classification. Am I wrong? However, it looks like the mentality on this topic is to refer me to cran/google in order to look for solutions myself. Oblivious I know about these sources, and as I said, I used rseek.org among other sources to look for solutions. I did not start this topic for fun, I'm asking for help to find a suitable machine learning packages that readily incorporates feedback loops and online learning. If somebody has experience these kinds of problems in R, please respond. Or will http://cran.r-project.org Look for 'Task Views' be my next piece of advice? On Sep 12, 11:31 am, Dennis Murphydjmu...@gmail.com wrote: http://cran.r-project.org/web/views/ Look for 'machine learning'. Dennis On Sun, Sep 11, 2011 at 11:33 PM, Jayjosip.2...@gmail.com wrote: If the answer is so obvious, could somebody please spell it out? On Sep 11, 10:59 pm, Jason Edgecombeja...@rampaginggeek.com wrote: Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.netwrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
[R] On-line machine learning packages?
What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. //Jay __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] On-line machine learning packages?
On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] On-line machine learning packages?
Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemius dwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
Re: [R] On-line machine learning packages?
Try this: http://cran.r-project.org/web/views/MachineLearning.html On 09/11/2011 12:43 PM, Jay wrote: Hi, I used the rseek search engine to look for suitable solutions, however as I was unable to find anything useful, I'm asking for help. Anybody have experience with these kinds of problems? I looked into dynaTree, but as information is a bit scares and as I understand it, it might not be what I'm looking for..(?) BR, Jay On Sep 11, 7:15 pm, David Winsemiusdwinsem...@comcast.net wrote: On Sep 11, 2011, at 11:42 AM, Jay wrote: What R packages are available for performing classification tasks? That is, when the predictor has done its job on the dataset (based on the training set and a range of variables), feedback about the true label will be available and this information should be integrated for the next classification round. You should look at CRAN Task Views. Extremely easy to find from the main R-project page. -- David Winsemius, MD West Hartford, CT __ r-h...@r-project.org mailing listhttps://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guidehttp://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code. __ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.
