BSD Ports

science/py-skrebate 0.62_2 DragonFly

Relief-based feature selection algorithms

System
DragonFly
Repository
DPorts
Maintainer
[email protected] (as in FreeBSD)
License
MIT
Categories
python, science
Package size
33.3 KiB, 259.5 KiB installed

Description

This package includes a scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning. These Relief-Based algorithms (RBAs) are designed for feature weighting/selection as part of a machine learning pipeline (supervised learning). Presently this includes the following core RBAs: ReliefF, SURF, SURF*, MultiSURF*, and MultiSURF. Additionally, an implementation of the iterative TuRF mechanism and VLSRelief is included.

In the other systems

The newest version among them is 0.62, as upstream numbers it.

SystemPortVersionVulnerabilitiesStatusMaintainerLast update
DragonFlyscience/py-skrebate0.62_2 newestnone known-[email protected]-
FreeBSDscience/py-skrebate0.8.4,1none known-[email protected]2026-09-30
HardenedBSDscience/py-skrebate0.8.4,1no data-[email protected]-
GhostBSDscience/py-skrebate0.62_4 newestno data-[email protected]-

Install

Binary package:

pkg install py311-skrebate

From DPorts:

cd /usr/dports/science/py-skrebate && make install clean

Dependency graph

Ports that need it on the left, what it needs to run on the right; at most 8 of each. "Dependencies" below lists them all.

Dependencies

Run dependencies 4

No port depends on this one.