FCPS1.3.4 package

Computes Inter-Cluster Distances

(Adaptive) Density Peak Clustering algorithm using automatic parameter...

AGNES clustering

Affinity Propagation Clustering

Automatic Projection-Based Clustering

Clusterability MDplot

ClusterAccuracy

Applies a function over grouped data

Adjusted Rand index

Generates a Fundamental Clustering Challenge based on specific artific...

ClusterCount

Create Classification for Cluster.. functions

Davies Bouldin Index

Cluster Dendrogram

ClusterDistances

Dunn Index

ClusterEqualWeighting

Matthews Correlation Coefficient (MCC)

Estimates Number of Clusters using up to 26 Indicators

Cluster Normalize

Plot Clustering using Dimensionality Reduction by MDS

Redfines Clustering

Renames Clustering

Cluster Rename Descending Size

Shannon Information

Cluster Up Sampling using SMOTE for minority cluster

Cross-Entropy Clustering

Databionic Swarm (DBS) Clustering and Visualization

DBSCAN

Density Peak Clustering algorithm using the Decision Graph

Large DivisiveAnalysisClustering Clustering

Entropy Of a Data Field [Wang et al., 2011].

Estimate Radius By Distance

Fuzzy Analysis Clustering [Rousseeuw/Kaufman, 1990, p. 253-279]

tools:::Rd_package_title("FCPS")

Gap Statistic

Genie Clustering by Gini Index

On-line Update (Hard Competitive learning) method

HDD clustering is a model-based clustering method of [Bouveyron et al....

Internal function of Hierarchical Clusterering of Data

Internal Function of Hierarchical Clustering with Distances

Hierarchical Clustering

Hierarchical DBSCAN

K-Means Clustering

k-means Clustering using a distance matrix

Large Application Clustering

Markov Clustering

Mean Shift Clustering

Minimal Energy Clustering

Minimax Linkage Hierarchical Clustering

Model Based Clustering

Model Based Clustering with Variable Selection

Mixture of Gaussians Clustering using EM

MST-kNN clustering algorithm [Inostroza-Ponta, 2008].

Network Clustering

Neural gas algorithm for clustering

OPTICS Clustering

Partitioning Around Medoids (PAM)

Probability Density Distribution Clustering

Penalized Regression-Based Clustering of [Wu et al., 2016].

Cluster Identification using Projection Pursuit as described in [Hofme...

Stochastic QT Clustering

Robust Trimmed Clustering

SNN clustering

self-organizing maps based clustering implemented by [Wherens, Buydens...

SOTA Clustering

Sparse Clustering

Spectral Clustering

Fast Adaptive Spectral Clustering [John et al, 2020]

Pareto Density Estimation

Algorithms for Subspace clustering

Tandem Clustering