Additive Profile Clustering Algorithms
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Documentation for package ‘adproclus’ version 2.0.0
Help Pages
| adpc | Constructor for a (low dimensional) ADPROCLUS solution object |
| adproclus | Additive profile clustering |
| adproclus_low_dim | Low dimensional ADPROCLUS |
| CGdata | Randomly generated data with underlying overlapping clusters. |
| cluster_means | Cluster Means based on Original Variables |
| get_random | Generate initial random start |
| get_rational | Generate start allocation based on a priori profiles |
| get_semirandom | Generate initial semi-random start |
| mselect_adproclus | Model selection helper for ADPROCLUS |
| mselect_adproclus_low_dim | Model selection helper for low dimensional ADPROCLUS |
| plot.adpc | Plotting a (low dimensional) ADPROCLUS solution |
| plot_cluster_network | Network plot of a (low dimensional) ADPROCLUS solution |
| plot_profiles | Plot profile matrix of ADPROCLUS solution |
| plot_scree_adpc | Scree plot of (low dimensional) ADPROCLUS models |
| plot_scree_adpc_preselected | Scree plot of a pre-selection of low dimensional ADPROCLUS models |
| plot_vars_by_comp | Plot variable to component matrix of ADPROCLUS solution |
| print.adpc | Print basic information on ADPROCLUS solution |
| print.summary.adpc | Print (low dimensional) ADPROCLUS summary |
| select_by_CHull | Automatic Model Selection for ADPROCLUS with CHull Method |
| summary.adpc | Summary of ADPROCLUS solution |