Difference between revisions of "PCP"
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- cross-validation<br /> | - cross-validation<br /> | ||
- bagging (committee) classification<br /> | - bagging (committee) classification<br /> | ||
| + | |Homepage URL=http://pcp.sourceforge.net/ | ||
|User level=none | |User level=none | ||
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|Computer languages=C | |Computer languages=C | ||
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|Keywords=machine learning,pattern classification,supervised learning | |Keywords=machine learning,pattern classification,supervised learning | ||
| − | | | + | |Version identifier=2.2 |
| − | |Last review by= | + | |Version date=2006/05/25 |
| − | |Last review date= | + | |Version status=beta |
| + | |Version download=https://sourceforge.net/projects/pcp/files/pcp/2.2/pcp-2.2.tar.gz/download | ||
| + | |Last review by=Alejandroindependiente | ||
| + | |Last review date=2017/03/02 | ||
|Submitted by=Database conversion | |Submitted by=Database conversion | ||
|Submitted date=2011-04-01 | |Submitted date=2011-04-01 | ||
| − | | | + | |Status= |
| − | | | + | |Is GNU=No |
| − | | | + | |License verified date=2005-03-16 |
| − | | | + | }} |
| + | {{Project license | ||
| + | |License=X11 | ||
| + | |License verified by=Janet Casey | ||
|License verified date=2005-03-16 | |License verified date=2005-03-16 | ||
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}} | }} | ||
{{Person | {{Person | ||
| + | |Real name=Ljubomir Buturovic | ||
|Role=Maintainer | |Role=Maintainer | ||
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|Email=ljubomir@sfsu.edu | |Email=ljubomir@sfsu.edu | ||
|Resource URL= | |Resource URL= | ||
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|Use=science | |Use=science | ||
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Latest revision as of 15:12, 2 March 2017
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
Leaders and contributors
| Contact(s) | Role |
|---|---|
| Ljubomir Buturovic | Maintainer |
Resources and communication
| Audience | Resource type | URI |
|---|---|---|
| Bug Tracking,Developer,Support | mailto:ljubomir@sfsu.edu |
Software prerequisites
Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.3 or any later version published by the Free Software Foundation; with no Invariant Sections, no Front-Cover Texts, and no Back-Cover Texts. A copy of the license is included in the page “GNU Free Documentation License”.
The copyright and license notices on this page only apply to the text on this page. Any software or copyright-licenses or other similar notices described in this text has its own copyright notice and license, which can usually be found in the distribution or license text itself.