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PCP Application 2.2

It is a machine learning program for supervised classification of patterns.

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Last Week downloads: 0
Total downloads: 258
  • Last Updated: Mar 29, 2010
  • License: BSD Free
  • OS: Windows /Linux/Mac OS/BSD/Solaris
  • Requirements: No special requirements
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For PCP Application 2.2Publisher's description

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PCP Application is a Scripts software developed by Ljubomir J. Buturovic. After our trial and test, the software is proved to be official, secure and free. Here is the official description for PCP Application:

Edit by Brothersoft: It is an open-source machine learning program for supervised classification of patterns (vectors of measurements). PCP implements the following algorithms and methods:

* Fisher's linear discriminant
* dimensionality reduction using Singular Value Decomposition
* Principal Component Analysis
* feature subset selection
* Bayes error estimation
* parametric classifiers (linear and quadratic)
* least-squares (pseudo-inverse) linear discriminant
* k-Nearest Neighbor (k-NN)
* neural networks (Multi-Layer Perceptron (MLP))
* Support Vector Machine (SVM) Algorithm
* SVM, MLP and k-NN model selection
* cross-validation
* bagging (committee) classification

The program supports interactive and Batch processing. Commands are issued through a keyboard-driven menu system in the interactive mode, or in a batch file in the batch mode. It is a binary executable and does not need any special run-time environment. PCP uses tab-delimited text files for input data. The results are displayed on the screen and saved in text files.

PCP distribution contains executables for Linux and Windows operating systems (under Cygwin environment), on i386 architecture CPUs such as Intel Pentium or AMD Athlon. PCP has been developed and tested on Fedora Core 4 distribution. It has also been tested on RedHat 9.0 and Windows XP/Cygwin.

An application note describing PCP has been published in journal Bioinformatics.
you can free download PCP Application 2.2 now.

For PCP Application 2.2Related Software

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Please be aware that Brothersoft do not supply any crack, patches, serial numbers or keygen for PCP Application,and please consult directly with program authors for any problem with PCP Application.