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Diffstat (limited to 'science/rubygem-ai4r/pkg-descr')
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diff --git a/science/rubygem-ai4r/pkg-descr b/science/rubygem-ai4r/pkg-descr new file mode 100644 index 000000000000..1dc56094efb0 --- /dev/null +++ b/science/rubygem-ai4r/pkg-descr @@ -0,0 +1,30 @@ +AI4R is a collection of ruby algorithms implementations, +covering several Artificial intelligence fields. It implements: + + * Genetic algorithms + * Self-organized maps (SOM) + * Neural Networks + - Multilayer perceptron with Backpropagation learning + - Hopfield net + * Automatic classifiers (Machine Learning) + - ID3 (Decision Trees) + - PRISM (J. Cendrowska, 1987) + - Multilayer Perceptron + - OneR (AKA One Attribute Rule, 1R) + - ZeroR + - Hyperpipes + - Naive Bayes + - IB1 (D. Aha, D. Kibler - 1991) + * Data clustering + - K-means + - Bisecting k-means + - Single linkage + - Complete linkage + - Average linkage + - Weighted Average linkage + - Centroid linkage + - Median linkage + - Ward's method linkage + - Diana (Divisive Analysis) + +WWW: http://ai4r.rubyforge.org/ |