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CVS commit: wip/pcp
Module name: wip
Committed by: jihbed
Date: Thu Sep 2 11:56:17 UTC 2010
Import into wip/pcp
Log Message:
Import pcp-2.2 as wip/pcp.
PCP (Pattern Classification Program) 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
Status:
Vendor Tag: JIHBED
Release Tags: JIHBED_20100902
N wip/pcp/distinfo
N wip/pcp/Makefile
N wip/pcp/PLIST
N wip/pcp/DESCR
No conflicts created by this import
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