{ "_id": "6a1569efacfb0bcc41d62ca0", "Package": "logiBin", "Type": "Package", "Title": "Binning Variables to Use in Logistic Regression", "Version": "0.3", "Author": "Sneha Tody", "Maintainer": "Sneha Tody ", "Description": "Fast binning of multiple variables using parallel\nprocessing. A summary of all the variables binned is generated\nwhich provides the information value, entropy, an indicator of\nwhether the variable follows a monotonic trend or not, etc. It\nsupports rebinning of variables to force a monotonic trend as\nwell as manual binning based on pre specified cuts. The cut\npoints of the bins are based on conditional inference trees as\nimplemented in the partykit package. The conditional inference\nframework is described by Hothorn T, Hornik K, Zeileis A (2006)\n.", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "6.0.1", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-26 09:34:02 UTC", "User": "root" }, "Repository": "https://snehatody1.r-universe.dev", "Date/Publication": "2018-05-21 14:07:46 UTC", "RemoteUrl": "https://github.com/cran/logiBin", "RemoteRef": "HEAD", "RemoteSha": "32b13c6059933a9ae82145bd654f9a16531c267b", "MD5sum": "a049728b1026761ea5cae8b595d70e75", "_user": "snehatody1", "_type": "src", "_file": "logiBin_0.3.tar.gz", "_fileid": "c9350ef34b2f1b4f4c7e38e0c4ccb04e5cdf475fabac5d1e4b3d23cf61d8363e", "_filesize": 117540, "_sha256": "c9350ef34b2f1b4f4c7e38e0c4ccb04e5cdf475fabac5d1e4b3d23cf61d8363e", "_created": "2026-05-26T09:34:02.000Z", "_published": "2026-05-26T09:37:51.829Z", "_distro": "noble", "_jobs": [ { "job": 77846761594, "time": 118, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7213672548" }, { "job": 77846761639, "time": 138, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7213679658" }, { "job": 77846761654, "time": 192, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7213685885" }, { "job": 77846761616, "time": 171, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7213676911" }, { "job": 77846268833, "time": 178, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7213630332" }, { "job": 77846761622, "time": 101, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7213666683" }, { "job": 77846761653, "time": 107, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7213669151" }, { "job": 77846761632, "time": 93, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7213664018" }, { "job": 77846761667, "time": 107, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7213670475" } ], "_buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/logiBin", "_commit": { "id": "32b13c6059933a9ae82145bd654f9a16531c267b", "author": "Sneha Tody ", "committer": "cran-robot ", "message": "version 0.3\n", "time": 1526911666 }, "_maintainer": { "name": "Sneha Tody", "email": "sn.tody1@gmail.com", "login": "snehatody1", "description": "", "uuid": 34418125 }, "_registered": true, "_dependencies": [ { "package": "partykit", "role": "Imports" }, { "package": "doParallel", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "iterators", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "snehatody1", "count": 3, "uuid": 34418125 } ], "_userbio": { "uuid": 34418125, "type": "user", "name": "snehatody1" }, "_downloads": { "count": 188, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/logiBin" }, "_searchresults": 8, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/logiBin.html", "manual.pdf" ], "_realowner": "snehatody1", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2017-12-12" }, { "version": "0.2", "date": "2018-05-08" }, { "version": "0.3", "date": "2018-05-21" } ], "_exports": [ "binTest", "createBins", "forceDecrTrend", "forceIncrTrend", "getBins", "manualSplit", "naCombine" ], "_datasets": [ { "name": "loanData", "title": "Simulated default data of 100 customers", "object": "test", "class": [ "data.frame" ], "fields": [ "bad_flag", "age", "LTV", "location", "balance", "score" ], "rows": 100, "table": true, "tojson": true } ], "_help": [ { "page": "binTest", "title": "Checking the performance of the bins created on test data", "topics": [ "binTest" ] }, { "page": "createBins", "title": "Add binned variables to data", "topics": [ "createBins" ] }, { "page": "forceDecrTrend", "title": "Force a numerical variable to follow a monotonically decreasing trend", "topics": [ "forceDecrTrend" ] }, { "page": "forceIncrTrend", "title": "Force a numerical variable to follow a monotonically increasing trend", "topics": [ "forceIncrTrend" ] }, { "page": "getBins", "title": "Bins variables to be used in logistic regression", "topics": [ "getBins" ] }, { "page": "loanData", "title": "Simulated default data of 100 customers", "topics": [ "loanData" ] }, { "page": "manualSplit", "title": "Split a variable based on specified cuts", "topics": [ "manualSplit" ] }, { "page": "naCombine", "title": "Combine NA bins", "topics": [ "naCombine" ] } ], "_rundeps": [ "codetools", "data.table", "doParallel", "foreach", "Formula", "inum", "iterators", "lattice", "libcoin", "Matrix", "mvtnorm", "partykit", "rpart", "survival" ], "_vignettes": [ { "source": "my-vignette.Rmd", "filename": "my-vignette.html", "title": "Binning variables before running logistic regression", "author": "Sneha Tody", "engine": "knitr::rmarkdown", "headings": [ "Creating the bins for continuous and categorical variables" ], "created": "2018-05-08 13:32:38", "modified": "2018-05-21 14:07:46", "commits": 2 } ], "_score": 2, "_indexed": true, "_nocasepkg": "logibin", "_universes": [ "snehatody1" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3", "date": "2026-05-26T09:35:46.000Z", "distro": "noble", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "535836022523c0fbdbfb9c877f8836febcec9f5bca00dd6b3290cd8c15c8a8b7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" }, { "r": "4.6.0", "os": "linux", "version": "0.3", "date": "2026-05-26T09:36:04.000Z", "distro": "noble", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "40c775c9e9eb6463eb162ec8e897ad112e3934a4048ec63e4f2bd9c10ca57237", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" }, { "r": "4.5.3", "os": "mac", "version": "0.3", "date": "2026-05-26T09:36:34.000Z", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "9bfe0bb1fc97f1785417267d0e419145eab00e1dc5d41efa44467d396051a9e0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" }, { "r": "4.6.0", "os": "mac", "version": "0.3", "date": "2026-05-26T09:36:07.000Z", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "1bf1fbe33e41f3bb6dbdc9f3f974021c004b036e3e77f7739c5f1e99e75e26cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" }, { "r": "4.6.0", "os": "wasm", "version": "0.3", "date": "2026-05-26T09:36:03.000Z", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "b7259ea015eec82dda1d34b56f20db804a3e1a8e23850c010198145ef7a04f42", "status": "success", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" }, { "r": "4.7.0", "os": "win", "version": "0.3", "date": "2026-05-26T09:35:27.000Z", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "7b663f3bd3c9b708d53636800bd2351b03923f9d439229ffa38280eb76ea70bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" }, { "r": "4.5.3", "os": "win", "version": "0.3", "date": "2026-05-26T09:35:16.000Z", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "49e3582abd1246d2eb1641d9e14946ac6ccd6938036aa669434f4dfb0c3e9ff0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" }, { "r": "4.6.0", "os": "win", "version": "0.3", "date": "2026-05-26T09:35:31.000Z", "commit": "32b13c6059933a9ae82145bd654f9a16531c267b", "fileid": "5fcf701b0750344a53e457b80370528db4801b7d7ee6c8d3f032c8f80c18aca7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/snehatody1/actions/runs/26444220612" } ] }