{ "_id": "6a181fffacfb0bcc41db214c", "Package": "CaseBasedReasoning", "Type": "Package", "Title": "Case Based Reasoning", "Version": "0.4.1", "Date": "2026-02-26", "Authors@R": "c(person(given = \"Simon\",\nfamily = \"Mueller\",\nrole = c(\"aut\", \"cre\"),\nemail = \"simon.mueller@muon-stat.com\"),\nperson(given = \"PD Dr. Juergen\",\nfamily = \"Dippon\",\nrole = c(\"ctb\"),\nemail = \"juergen.dippon@mathematik.uni-stuttgart.de\"))", "Description": "Case-based reasoning is a problem-solving methodology that\ninvolves solving a new problem by referring to the solution of\na similar problem in a large set of previously solved problems.\nThe key aspect of Case Based Reasoning is to determine the\nproblem that \"most closely\" matches the new problem at hand.\nThis is achieved by defining a family of distance functions and\nusing these distance functions as parameters for local\naveraging regression estimates of the final result. The optimal\ndistance function is chosen based on a specific error measure\nused in regression estimation. This approach allows for\nefficient problem-solving by leveraging past experiences and\nadapting solutions from similar cases. The underlying concept\nis inspired by the work of Dippon J. et al. (2002)\n.", "URL": "https://github.com/sipemu/case-based-reasoning", "BugReports": "https://github.com/sipemu/case-based-reasoning/issues", "License": "MIT + file LICENSE", "SystemRequirements": "GNU make", "NeedsCompilation": "yes", "ByteCompile": "yes", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev", "Repository": "https://sipemu.r-universe.dev", "Date/Publication": "2026-02-26 23:37:22 UTC", "RemoteUrl": "https://github.com/sipemu/case-based-reasoning", "RemoteRef": "HEAD", "RemoteSha": "42da50bcc101f22a69c5d65762708c78423707b2", "Packaged": { "Date": "2026-05-28 10:50:53 UTC", "User": "root" }, "Author": "Simon Mueller [aut, cre],\nPD Dr. Juergen Dippon [ctb]", "Maintainer": "Simon Mueller ", "MD5sum": "2737aeaff55103ede6fa48f0f4e43824", "_user": "sipemu", "_type": "src", "_file": "CaseBasedReasoning_0.4.1.tar.gz", "_fileid": "2b64e7107fc72aa06d26c922255e347691c3c42cf3661d3b0f91ebea6bb95469", 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