{ "_id": "6a478eed8b9f0d9747cf0d09", "Package": "ImML", "Version": "0.1.5", "Date": "2023-09-03", "Title": "Machine Learning Algorithms Fitting and Validation for Forestry", "Authors@R": "c(person(given = \"M. Iqbal\",\nfamily = \"Jeelani\",\nrole = c(\"aut\"),\nemail = \"jeelani.miqbal@gmail.com\"),\nperson(given = \"Salvatore\",\nfamily = \"Mangiafico\",\nrole = c(\"aut\", \"cre\"),\nemail = \"mangiafico@njaes.rutgers.edu\"))", "Description": "Fitting and validation of machine learning algorithms for\nvolume prediction of trees, currently for conifer trees based\non diameter at breast height and height as explanatory\nvariables.", "Maintainer": "Salvatore Mangiafico ", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.2.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-02 07:48:09 UTC", "User": "root" }, "Author": "M. Iqbal Jeelani [aut], Salvatore Mangiafico [aut, cre]", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://salvatoremangiafico.r-universe.dev", "Date/Publication": "2023-09-06 17:30:23 UTC", "RemoteUrl": "https://github.com/cran/ImML", "RemoteRef": "HEAD", "RemoteSha": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "_user": "salvatoremangiafico", "_type": "src", "_file": "ImML_0.1.5.tar.gz", "_fileid": "https://r2.ropensci.org/4066f36946dc38ae4b88a960d86741f04f6b42cddd7450afd6c04b0137d89afc", "_filesize": 90939, "_sha256": "4066f36946dc38ae4b88a960d86741f04f6b42cddd7450afd6c04b0137d89afc", "_expires": "2026-10-11T10:29:01.000Z", "_created": "2026-07-02T07:48:09.000Z", "_published": "2026-07-03T10:29:01.795Z", "_jobs": [ { "job": 84980802974, "time": 166, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8032256184" }, { "job": 84980802969, "time": 171, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8032258207" }, { "job": 84980802984, "time": 147, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8032253009" }, { "job": 84980803094, "time": 231, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8032268293" }, { "job": 84980802301, "time": 179, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8032193799" }, { "job": 84980802877, "time": 146, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8032248179" }, { "job": 84980802991, "time": 121, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8032239754" }, { "job": 84980803125, "time": 111, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8032235317" }, { "job": 84980803032, "time": 110, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8032234450" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141", "_status": "success", "_upstream": "https://github.com/cran/ImML", "_commit": { "id": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "author": "Salvatore Mangiafico ", "committer": "cran-robot ", "message": "version 0.1.5\n", "time": 1694021423 }, "_maintainer": { "name": "Salvatore Mangiafico", "email": "mangiafico@njaes.rutgers.edu", "login": "salvatoremangiafico", "description": "Associate Professor and County Extension Agent, Rutgers, the State University of New Jersey, Department of Agriculture and Natural Resources.", "uuid": 33789324 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "stats", "version": ">= 4.1.0", "role": "Imports" }, { "package": "dplyr", "version": ">= 1.1.2", "role": "Imports" }, { "package": "rpart", "version": ">= 4.1.19", "role": "Imports" }, { "package": "caret", "version": ">= 6.0-94", "role": "Imports" }, { "package": "randomForest", "version": ">= 4.7-1.1", "role": "Imports" }, { "package": "e1071", "version": ">= 1.7-13", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.4.2", "role": "Imports" }, { "package": "rlang", "version": ">= 1.1.1", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "salvatoremangiafico", "count": 1, "uuid": 33789324 } ], "_userbio": { "uuid": 33789324, "type": "user", "name": "Sal Mangiafico", "followers": 5, "description": "Associate Professor and County Extension Agent, Rutgers, the State University of New Jersey, Department of Agriculture and Natural Resources." }, "_downloads": { "count": 223, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ImML" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/ImML.html", "extra/NEWS.html", "extra/NEWS.txt", "manual.pdf" ], "_realowner": "salvatoremangiafico", "_cranurl": false, "_releases": [ { "version": "0.1.5", "date": "2023-09-06" } ], "_exports": [ "ImML" ], "_datasets": [ { "name": "EastCirclePine", "title": "Volume, height, and diameter of 300 pine trees in East Circle Jammu", "object": "EastCirclePine", "class": [ "data.frame" ], "fields": [ "Height", "Diameter", "Volume" ], "rows": 300, "table": true, "tojson": true } ], "_help": [ { "page": "EastCirclePine", "title": "Volume, height, and diameter of 300 pine trees in East Circle Jammu", "topics": [ "EastCirclePine" ] }, { "page": "ImML", "title": "Tree volume models based on height and diameter", "concept": [ "Decision tree", "Random forest", "Support vector machine", "Tree volume" ], "topics": [ "ImML" ] } ], "_rundeps": [ "caret", "class", "cli", "clock", "codetools", "cpp11", "data.table", "diagram", "digest", "dplyr", "e1071", "farver", "foreach", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gower", "gtable", "hardhat", "ipred", "isoband", "iterators", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lubridate", "magrittr", "MASS", "Matrix", "ModelMetrics", "nlme", "nnet", "numDeriv", "parallelly", "pillar", "pkgconfig", "plyr", "pROC", "prodlim", "progressr", "proxy", "purrr", "R6", "randomForest", "RColorBrewer", "Rcpp", "recipes", "reshape2", "rlang", "rpart", "S7", "scales", "shape", "sparsevctrs", "SQUAREM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tzdb", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 1, "_indexed": true, "_nocasepkg": "imml", "_universes": [ "salvatoremangiafico" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.5", "date": "2026-07-02T07:50:28.000Z", "distro": "resolute", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/442d4515864d39706a079b6e37b6d9c4b369a56d645f212f55e8111b67424087", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" }, { "r": "4.6.1", "os": "linux", "version": "0.1.5", "date": "2026-07-02T07:50:32.000Z", "distro": "resolute", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/8274f81a18bb303c4be7e257bafc8e02e885101c482f254674bb074f1c20edee", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" }, { "r": "4.5.3", "os": "mac", "version": "0.1.5", "date": "2026-07-02T07:50:40.000Z", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/1998e6c8f8b9e135da47c0cdc8b9b6c30216bd0aaa40b29d1e23deda27f8eaad", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" }, { "r": "4.6.1", "os": "mac", "version": "0.1.5", "date": "2026-07-02T07:50:57.000Z", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/b79d3e11dda9e88818346ba91a9550213ab5e66c30d3c23b01d5050d4addcefd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.5", "date": "2026-07-02T07:50:53.000Z", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/c2a881c673cfd23de07584ee32f4fb9d3d93328898936813db2bbde23308738f", "status": "success", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" }, { "r": "4.7.0", "os": "win", "version": "0.1.5", "date": "2026-07-02T07:49:40.000Z", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/95ba7ecf7af783e2d37872fb5e48412a7b0d5e0a4140143d3a12bcc4152a78f9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" }, { "r": "4.5.3", "os": "win", "version": "0.1.5", "date": "2026-07-02T07:49:25.000Z", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/f2c6a5b276ac2787e0c3f070b6df24489902925eaac3ce3d293b1f75ecd756b2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" }, { "r": "4.6.1", "os": "win", "version": "0.1.5", "date": "2026-07-02T07:49:24.000Z", "commit": "5ff737427d5e50121c285d8f8381f6fe57abb1d2", "fileid": "https://r2.ropensci.org/3a6f13e582de0b7a32619e33b0e85fbc001b6ddc8c63dbd381364b24484801f4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/salvatoremangiafico/actions/runs/28573983141" } ] }