Xemgaus: Software for Model-based Cluster and Discriminant Analysis
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منابع مشابه
Classification of Software Projects using k- Means, Discriminant Analysis and Artificial Neural Network
An attempt is made in this paper to identify the groups of software development projects which demonstrate the significance of comparable characteristics based on various parameters associated with the Source Lines of Code (SLOC). Initially, software projects are clustered by using k-means cluster analysis. These groups are investigated further with the Discriminant Analysis (DA) and compared w...
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Eurotia ceratoides (L.) C. A. Mey is an important plant species in semi-arid landsin Iran. New approaches are required to determine the distribution of this plant species. Forthis reason, geographical distributions of Eurotia ceratoides were assessed using threedifferent models including: Multiple Discriminant Analysis (MDA), Ecological Niche FactorAnalysis (ENFA) and Logistic Regression (LR). ...
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Background: Unwanted pregnancy not intended by at least one of the parents has undesirable consequences for the family and the society. In the present study, three classification models were used and compared to predict unwanted pregnancies in an urban population. Methods : In this cross-sectional study, 887 pregnant mothers referring to health centers in Khorramabad, Iran, in 2012 were ...
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Cluster analysis is the automated search for groups of related observations in a dataset. Most clustering done in practice is based largely on heuristic but intuitively reasonable procedures, and most clustering methods available in commercial software are also of this type. However, there is little systematic guidance associated with these methods for solving important practical questions that...
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Abstract: MCLUST is a software package for model-based clustering, density estimation and discriminant analysis interfaced to the S-PLUS commercial software and the R language. It implements parameterized Gaussian hierarchical clustering algorithms and the EM algorithm for parameterized Gaussian mixture models with the possible addition of a Poisson noise term. Also included are functions that ...
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تاریخ انتشار 1999