Projection Pursuit for Cluster Identification

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Documentation for package ‘PPCI’ version 0.1.0

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PPCI-package Projection Pursuit for Cluster Identification
breastcancer Discrimination of Cancerous and Non-Cancerous Breast Masses
cluster_performance External Cluster Validity Metrics
dermatology Eryhemato-Squamous Disease Identification
hp_plot Visualise a Hyperplane Separator for Clustering
mcdc Divisive Clustering Using Maximum Clusterability
mch Maximum Clusteriability Hyperplane
mddc Divisive Clustering Using Minimum Density Hyperplanes
mdh Minimum Density Hyperplane
ncutdc Divisive Clustering Using Minimum Normalised Cut Hyperplanes
ncuth Minimum Normalised Cut Hyperplane
node_plot Visualise a Node in a Hierarchical Clustering Model
optidigits Optical Recognition of Handwritten Digits
PPCI Projection Pursuit for Cluster Identification
success_ratio Evaluate External Valifity os a Binary Partition
tree_plot Visualise a Hierarchical Clustering Model
tree_prune Prune a Hierarchical Clustering Model
tree_split Split a Leaf in a Hierarchical Clustering Model