Difference between revisions of "PCP"

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(Created page with "{{Entry |Name=PCP |Short description=Machine learning program for pattern classification |Full description=PCP (Pattern Classification Program) is an machine learning program for...")
 
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- cross-validation<br />
 
- cross-validation<br />
 
- bagging (committee) classification<br />
 
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|Homepage URL=http://pcp.sourceforge.net/
 
|User level=none
 
|User level=none
|Status=Live
 
|Component programs=
 
|Homepage URL=http://pcp.sourceforge.net/
 
|VCS checkout command=
 
 
|Computer languages=C
 
|Computer languages=C
|Documentation note=
 
|Paid support=
 
|IRC help=
 
|IRC general=
 
|IRC development=
 
|Related projects=
 
 
|Keywords=machine learning,pattern classification,supervised learning
 
|Keywords=machine learning,pattern classification,supervised learning
|Is GNU=n
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|Version identifier=2.2
|Last review by=Janet Casey
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|Version date=2006/05/25
|Last review date=2005-03-16
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|Version status=beta
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|Version download=https://sourceforge.net/projects/pcp/files/pcp/2.2/pcp-2.2.tar.gz/download
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|Last review by=Alejandroindependiente
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|Last review date=2017/03/02
 
|Submitted by=Database conversion
 
|Submitted by=Database conversion
 
|Submitted date=2011-04-01
 
|Submitted date=2011-04-01
|Version identifier=1.2
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|Status=
|Version date=2005-02-27
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|Is GNU=No
|Version status=beta
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|License verified date=2005-03-16
|Version download=http://prdownloads.sourceforge.net/pcp/pcp-1.2.tar.gz?download
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}}
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{{Project license
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|License=X11
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|License verified by=Janet Casey
 
|License verified date=2005-03-16
 
|License verified date=2005-03-16
|Version comment=1.2 beta released 2005-02-27
 
 
}}
 
}}
 
{{Person
 
{{Person
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|Real name=Ljubomir Buturovic
 
|Role=Maintainer
 
|Role=Maintainer
|Real name=Ljubomir Buturovic
 
 
|Email=ljubomir@sfsu.edu
 
|Email=ljubomir@sfsu.edu
 
|Resource URL=
 
|Resource URL=
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|Use=science
 
|Use=science
 
}}
 
}}
{{Project license
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{{Featured}}
|License=X11
 
|License verified by=Janet Casey
 
|License verified date=2005-03-16
 
}}
 

Latest revision as of 14:12, 2 March 2017

[edit]

PCP

http://pcp.sourceforge.net/
Machine learning program for pattern classification

PCP (Pattern Classification Program) is an machine learning program for supervised and unsupervised classification of patterns. It runs in interactive and batch modes, and implements the following machine learning algorithms and methods:
- k-means clustering
- Fisher's linear discriminant
- Singular Value Decomposition
- Principal Component Analysis
- feature subset selection
- Bayes error estimation
- parametric classifiers (linear and quadratic)
- pseudo-inverse linear discriminant
- k-Nearest Neighbor method
- neural networks
- Support Vector Machine algorithm
- cross-validation
- bagging (committee) classification





Licensing

License

Verified by

Verified on

Notes

License

X11

Verified by

Janet Casey

Verified on

16 March 2005




Leaders and contributors

Contact(s)Role
Ljubomir Buturovic Maintainer


Resources and communication

AudienceResource typeURI
Bug Tracking,Developer,SupportE-mailmailto:ljubomir@sfsu.edu


Software prerequisites

This entry (in part or in whole) was last reviewed on 2 March 2017.



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