Nonlinear Network, Clustering, and Variable Selection Based on DCOL

It includes four methods: DCOL-based K-profiles clustering, non-linear network reconstruction, non-linear hierarchical clustering, and variable selection for generalized additive model. References: Tianwei Yu (2018); Haodong Liu and others (2016); Kai Wang and others (2015); Tianwei Yu and others (2010).


Reference manual

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install.packages("nlnet")

1.4 by Tianwei Yu, 6 years ago


Browse source code at https://github.com/cran/nlnet


Authors: Tianwei Yu , Haodong Liu


Documentation:   PDF Manual  


GPL (>= 2) license


Imports ROCR, TSP, igraph, fdrtool, coin, methods, graphics, stats, earth, randomForest, e1071


See at CRAN