{"added":null,"apiVersion":1,"behindSince":null,"buildDepends":[],"categories":["python","science"],"comment":"Relief-based feature selection algorithms","compare":null,"dependentCount":null,"description":"This package includes a scikit-learn-compatible Python implementation of ReBATE,\na suite of Relief-based feature selection algorithms for Machine Learning. These\nRelief-Based algorithms (RBAs) are designed for feature weighting/selection as\npart of a machine learning pipeline (supervised learning). Presently this\nincludes the following core RBAs: ReliefF, SURF, SURF*, MultiSURF*, and\nMultiSURF. Additionally, an implementation of the iterative TuRF mechanism and\nVLSRelief is included.","flavors":[],"html":"https://daemonports.org/dragonfly/science/py-skrebate/","kind":"port","lastUpdate":null,"license":["MIT"],"maintainer":"sunpoet@FreeBSD.org","name":"py311-skrebate","newest":true,"newestVersion":"0.62","noVulnData":false,"origin":"science/py-skrebate","otherSystems":[{"maintainer":"sunpoet@FreeBSD.org","origin":"science/py-skrebate","path":"/science/py-skrebate/","system":"FreeBSD","updated":"2026-09-30","version":"0.8.4,1"},{"maintainer":"sunpoet@FreeBSD.org","noVulnData":true,"origin":"science/py-skrebate","path":"","system":"HardenedBSD","version":"0.8.4,1"},{"maintainer":"sunpoet@FreeBSD.org","newest":true,"noVulnData":true,"origin":"science/py-skrebate","path":"","system":"GhostBSD","version":"0.62_4"}],"packages":null,"pkgName":"py311-skrebate-0.62_2","related":null,"repository":"DPorts","requiredBy":[],"requiredByCount":0,"runDepends":["lang/python311","math/py-numpy","science/py-scikit-learn","science/py-scipy"],"status":null,"system":"dragonfly","systemLabel":"DragonFly","version":"0.62_2","versions":null,"vulnerabilities":null,"www":"https://github.com/EpistasisLab/scikit-rebate"}