URL: https://github.com/EpistasisLab/ReBATE
Proper Citation: ReBATE (RRID:SCR_017139)
Description: Open source software Python package to compare relief based feature selection algorithms used in data mining. Used for feature selection in any bioinformatics problem with potentially predictive features and target outcome variable, to detect feature interactions without examination of all feature combinations, to detect features involved in heterogeneous patterns of association such as genetic heterogeneity .
Synonyms: Relief Based Algorithm Training Environment
Resource Type: software resource, software toolkit
Defining Citation: PMID:30030120
Keywords: compare, relief, feature, algorithm, data, mining, variable, heterogeneous, pattern, genetic
Funding: NCATS TR001263; NEI EY022300; NHLBI HL134015; NIAID AI116794; NIDDK DK112217; NIEHS ES013508; NLM LM009012; NLM LM010098; NLM LM011360; Warren Center for Network and Data Science
Availability: Free, Available for download, Freely available
Resource Name: ReBATE
Resource ID: SCR_017139
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Source: SciCrunch Registry (RRID:SCR_005400)
Description: Interactive portal for finding and submitting biomedical resources. Resources within SciCrunch have assigned RRIDs which are used to cite resources in scientific manuscripts. SciCrunch Registry, formerly NIF Registry, provides resources catalog. Allows to add new resources. Allows edit existing resources after registration. Curators are tasked with identifying and registering resources, examining data, writing configuration files to index and display data and keeping contents current.
URL: https://rrid.site/rin/sources/SCR_005400
