smotefamily 1.3.1-foss-2021b-R-4.2.0

There is a newer version of smotefamily

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-2021b-R-4.2.0

To load the module for smotefamily 1.3.1-foss-2021b-R-4.2.0 please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs):

module load bear-apps/2021b
module load smotefamily/1.3.1-foss-2021b-R-4.2.0

BEAR Apps Version

2021b

Architectures

EL8-cascadelakeEL8-haswellEL8-icelake

The listed architectures consist of two part: OS-CPU.

  • BlueBEAR: The OS used on BlueBEAR is represented by EL and there are several different processor (CPU) types available on BlueBEAR. More information about the processor types on BlueBEAR is available on the BlueBEAR Job Submission page.
  • BEAR and CaStLeS Cloud VMs: These VMs can have one of two OSes. Those with access to a BEAR Cloud or CaStLeS VM should check that the listed architectures for an application include the OS of VM being used. The VMs, irrespective of OS, will use the haswell CPU type.

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/2021b R/4.2.0-foss-2021b

Required By

This version of smotefamily is a direct dependent of: BEAR-R-bio/2021b-MSc-foss-2021b-R-4.2.0

Other Versions

These versions of smotefamily are available on the BEAR systems (BlueBEAR, BEARCloud 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-2022b-R-4.3.1 2022b

Last modified on 13th April 2023