monoClust1.2.1 package

Coerce Similar Object to MonoClust

Find Centroid of the Cluster

First Gate Function

Add/Subtract Circular Values in Degrees/Radian

Distance Matrix of Circular Variables

Cluster Statistics Calculation

Create Labels for Split Variables

Cross-Validation Test on MonoClust

Make Error Bars

Find the Closest Cut

Find the Best Split

GGPlot the Mean Square Error with Error Bar for +/- 1 Standard Error

Parallel Coordinates Plot with Circular Variables

Cluster Inertia Calculation

Test If The Object is A MonoClust

Create Jump Table

Find Medoid of the Cluster

monoClust: Perform Monothetic Clustering with Extensions to Circular D...

Monothetic Clustering Tree Object

Monothetic Clustering

Create A New Node for Split Data Frame

Permutation Test on Monothetic Tree

Plot the Mean Square Error with Error Bar for +/- 1 Standard Error

Plot MonoClust Splitting Rule Tree

Calculate Branch Coordinates

Calculate Nodes Coordinates

Plot the monoClust Tree.

Predictions from a MonoClust Object

Print MonoClust Cross-Validation Result

Print Monothetic Clustering Results

Split Function

Hypothesis Test at Split

Implementation of Print Labels on MonoClust Tree

Transform Between Degree and Radian

Find Tree Depth Based on Node Indexes

Traverse a Tree to Find the Leaves (Terminal Nodes)