R: Clustering with Overlaps

# Clustering with Overlaps

## Documentation for package ‘COveR’ version 1.1.0

- DESCRIPTION file.

## Help Pages

as.array.interval | Converts an interval object to an array representation.
as.data.frame.interval | Converts an interval object to a data frame representation.
as.interval | A generic function to convert various R objects into interval objects.
as.interval.array | Converts an array to an interval object.
as.interval.default | Provides a default method for converting unsupported data types to interval.
as.interval.interval | Identity Conversion for Interval
as.interval.matrix | Converts a matrix to an interval object.
as.interval.numeric | Converts a numeric vector to an interval object.
as.matrix.interval | Converts an interval object to a matrix representation.
as.vector.interval | Converts an interval object to its vector representation.
cluster_color | Generate Colors for Clustering Visualization
degree2logical | Transforms a matrix of membership degrees into a logical matrix based on a specified threshold.
fuzzy_icmeans | Performs fuzzy c-means clustering on interval data, allowing for soft clustering of data points into multiple clusters.
iaggregate | Aggregates data into a 3D interval array based on a specified column.
ibind | Combines multiple interval objects into a single interval object.
igenerate | Creates intervals from Normal Distribution using specified mean and standard deviation values for both the center and half-size of the intervals.
ikmeans | Performs k-means clustering on interval data, allowing for partitioning of data points into distinct clusters.
ineokm | Performs clustering on interval data using the Neo-KM algorithm, which allows for overlapping and non-exhaustive cluster membership.
inter_city | Temperature by month and humidity in european city.
inter_emotions | Emotions in music aggregate on BPM to interval multi label data.
inter_wine | Results of a chemical analysis of wines grown in the same region in Italy but derived from three different cultivars, aggregate on sulfur dioxide to interval simple label data.
iokm | Clusters interval data using the OKM (Overlapping K-means) algorithm.
is.interval | Determines if an object is a strictly valid interval object.
measure | Plots the overlap of membership degrees in a matrix as a function of a threshold.
neokm | Clusters data using the NEOKM (Non-Exhaustive Overlapping K-means) algorithm.
okm | Clusters data using the OKM (Overlapping K-Means) clustering algorithm.
plot.interval | Generates a visual representation of interval data as rectangles on a plot.
print.icmeans | Displays the results of fuzzy icmeans clustering in a readable format.
print.ikmeans | Displays the results of ikmeans clustering in a readable format.
print.ineokm | Displays the results of Neo-KM clustering in a user-friendly format.
print.interval | Custom print method for displaying interval objects in a readable format.
print.iokm | Displays the results of IOKM clustering in a user-friendly format.
print.neokm | Displays the results of NEOKM clustering in a user-friendly format.
print.okm | Displays the results of OKM clustering in a readable format.
print.r1okm | Displays the results of R1-OKM clustering in a readable format.
print.r2okm | Displays the results of R2-OKM clustering in a readable format.
r1okm | Cluster data using the R1-OKM algorithm.
r2okm | Cluster data using the R2-OKM algorithm.
read.interval | Reads a CSV file and converts the data into a 3D interval array.
write.interval | Writes an interval object to a CSV file.