trim_data

(string): A comma separated
list of column(s) that needs to be removed from the dataset.
Default: ''

columns

(dataframe): Dataframe containing the input data.

data

Removes the specified column(s) from the dataset.

Implements the Improved Expectation Maximisation EM* and the traditional EM algorithm for clustering
big data (gaussian mixture models for both multivariate and univariate datasets). This version
implements the faster alternative EM* that avoids revisiting data by leveraging the heap structure.
The implementation supports both random and K-means++ based initialization. Reference: Hasan Kurban, Mark Jenne,
Mehmet M. Dalkilic (2016) <doi:10.1007/s41060-017-0062-1>. This work is partially supported by
NCI Grant 1R01CA213466-01.

Sharma Parichit

trim_data: trim_data: Part of DCEM package. Used internally in the package.

Description

Usage

Arguments

Value

References