PCP Application 2.2

Operating systemsOS : Windows / Linux / Mac OS / BSD / Solaris
Program licensingScript Licensing : Other Free / Open Source License
CreatedCreated : Jun 6, 2007
Size downloadDownloads : 3
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This application is an open-source machine learning ...

This application 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 Application 2.2 scripting tags: discriminant, program, interactive, linear, pcp, knn, machine, classification patterns, batch, machine learning program, pcp application. What is new in PCP Application 2.2 software script? - Unable to find PCP Application 2.2 news. What is improvements are expecting? Newly-made PCP Application 2.3 will be downloaded from here. You may download directly. Please write the reviews of the PCP Application. License limitations are unspecified.