smotefamily 1.3.1-foss-2022b-R-4.3.1

A collection of various oversampling techniques developed from SMOTE is provided. SMOTE is a oversampling technique which synthesizes a new minority instance between a pair of one minority instance and one of its K nearest neighbor. (see for more information) Other techniques adopt this concept with other criteria in order to generate balanced dataset for class imbalance problem.

Accessing smotefamily 1.3.1-foss-2022b-R-4.3.1

To load the module for smotefamily 1.3.1-foss-2022b-R-4.3.1 please use this command on the BEAR systems (BlueBEAR, BEAR Cloud VMs, and CaStLeS VMs):

module load bear-apps/2022a
module load smotefamily/1.3.1-foss-2022b-R-4.3.1

BEAR Apps Version

2022a

Extensions

  • dbscan-1.1-11
  • smotefamily 1.3.1

More Information

For more information visit the smotefamily website.

Dependencies

This version of smotefamily has a direct dependency on: foss/2022b R/4.3.1-foss-2022b

Required By

This version of smotefamily is a direct dependent of: BEAR-R-bio/2022b-foss-2022b-R-4.3.1

Other Versions

These versions of smotefamily are available on the BEAR systems (BlueBEAR, BEAR Cloud VMs, and CaStLeS VMs). These will be retained in accordance with our Applications Support and Retention Policy.

Version BEAR Apps Version
1.3.1-foss-2021b-R-4.2.0 2021b

Last modified on 27th July 2023