Learn Clustering Techniques Through Examples and Code


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Documentation for package ‘UAHDataScienceUC’ version 1.0.1

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agglomerative_clustering Agglomerative Hierarchical Clustering
correlation_clustering Hierarchical Correlation Clustering
db1 Test Database 1
db2 Test Database 2
db3 Test Database 3
db4 Test Database 4
db5 Test Database 5
db6 Test Database 6
dbscan Density Based Spatial Clustering of Applications with Noise (DBSCAN)
divisive_clustering Divisive Hierarchical Clustering
gaussian_mixture Gaussian mixture model
genetic_kmeans Genetic K-Means Clustering
gka_allele_mutation Allele mutation probability computation
gka_centers Centroid computation
gka_chromosome_fix Chromosome fixing method
gka_crossover Crossover method i.e. K-Means Operator
gka_fitness Fitness function
gka_initialization Initialization method
gka_mutation Mutation method
gka_selection Selection method
gka_twcv Total Within Cluster Variation (TWCV) computation
kmeans_ K-Means Clustering