New features
kmeans()
function to perform K-Means clustering on a set observations and (if selected) see the step-by-step clustering procedure;dbscan()
function to perform DBSCAN clustering on a set observations and (if selected) see the step-by-step clustering procedure;gaussian_mixture()
function to perform Gaussian Mixture Model with Expectation Maximization clustering on a set observations and (if selected) see the step-by-step clustering procedure;agglomerative_clustering()
function to perform Agglomerative Hierarchical Clustering clustering on a set observations and (if selected) see the step-by-step clustering procedure;divisive_clustering()
function to perform Divisive Hierarchical Clustering (Bisecting K-Means) clustering on a set observations and (if selected) see the step-by-step clustering procedure;db1
data.frame with 500 observations (2 features) in the shape of two concentric circumferences;db2
data.frame with 500 observations (2 features) in the shape of two rotated moons;db3
data.frame with 500 observations (2 features) in the shape of three Gaussian distributions with varying parameters;db4
data.frame with 500 observations (2 features) in the shape of three elongated clusters;db5
data.frame with 500 observations (2 features) in the shape of three isotropic clusters;db6
data.frame with 500 observations (2 features) randomly distributed across the bi-dimensional plane.Initial CRAN submission