{ "_id": "6aca4135fe5cc25786e86012", "Package": "CEEMDANML", "Type": "Package", "Title": "CEEMDAN Decomposition Based Hybrid Machine Learning Models", "Version": "0.1.0", "Authors@R": "c(person(\" Mr. Sandip\", \"Garai\", role = c(\"aut\",\"cre\"), email = \"sandipnicksandy@gmail.com\"),\nperson(\"Dr. Ranjit Kumar\", \"Paul\", role = \"aut\", email = \"ranjitstat@gmail.com\"),\nperson(\"Dr. Md\", \"Yeasin\", role = \"aut\", email = \"yeasin.iasri@gmail.com\"))", "Author": "Mr. Sandip Garai [aut, cre], Dr. Ranjit Kumar Paul [aut], Dr.\nMd Yeasin [aut]", "Maintainer": "Mr. Sandip Garai ", "Description": "Noise in the time-series data significantly affects the\naccuracy of the Machine Learning (ML) models (Artificial Neural\nNetwork and Support Vector Regression are considered here).\nComplete Ensemble Empirical Mode Decomposition with Adaptive\nNoise (CEEMDAN) decomposes the time series data into sub-series\nand help to improve the model performance. The models can\nachieve higher prediction accuracy than the traditional ML\nmodels. Two models have been provided here for time series\nforecasting. More information may be obtained from Garai and\nPaul (2023) .", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.2.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-10 13:39:32 UTC", "User": "root" }, "Config/pak/sysreqs": "libgsl0-dev libicu-dev libssl-dev", "Repository": "https://sandipgarai.r-universe.dev", "Date/Publication": "2023-04-07 07:30:02 UTC", "RemoteUrl": "https://github.com/cran/CEEMDANML", "RemoteRef": "HEAD", "RemoteSha": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "_user": "sandipgarai", "_type": "src", "_file": "CEEMDANML_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/bc25edabbe7b5b40f00e6bc305af3c07be265dc0e8ac12bc35f6308e2e0b8621", "_filesize": 82391, "_sha256": "bc25edabbe7b5b40f00e6bc305af3c07be265dc0e8ac12bc35f6308e2e0b8621", "_expires": "2027-01-18T13:44:17.000Z", "_created": "2026-10-10T13:39:32.000Z", "_published": "2026-10-10T13:44:21.571Z", "_buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 114226258477, "time": 195, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11671942344" }, { "job": 114226258627, "time": 194, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11671942339" }, { "job": 114226258571, "time": 143, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11670993319" }, { "job": 114226258489, "time": 164, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11671331794" }, { "job": 114225598739, "time": 215, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11671242477" }, { "job": 114226258479, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11671312586" }, { "job": 114226258556, "time": 159, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11671126807" }, { "job": 114226258543, "time": 133, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11671752269" }, { "job": 114226258507, "time": 129, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11671107901" } ], "_upstream": "https://github.com/cran/CEEMDANML", "_commit": { "id": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "author": "Mr. Sandip Garai ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1680852602 }, "_maintainer": { "name": "Mr. Sandip Garai", "email": "sandipnicksandy@gmail.com", "login": "sandipgarai", "description": "", "uuid": 98933634 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "stats", "role": "Imports" }, { "package": "Rlibeemd", "role": "Imports" }, { "package": "tseries", "role": "Imports" }, { "package": "forecast", "role": "Imports" }, { "package": "fGarch", "role": "Imports" }, { "package": "aTSA", "role": "Imports" }, { "package": "FinTS", "role": "Imports" }, { "package": "LSTS", "role": "Imports" }, { "package": "earth", "role": "Imports" }, { "package": "caret", "role": "Imports" }, { "package": "neuralnet", "role": "Imports" }, { "package": "e1071", "role": "Imports" }, { "package": "pso", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 2, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "sandipgarai", "count": 1, "uuid": 98933634 } ], "_userbio": { "uuid": 98933634, "type": "user", "name": "SandipGarai", "followers": 2 }, "_downloads": { "count": 340, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CEEMDANML" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/CEEMDANML.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf" ], "_realowner": "sandipgarai", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2023-04-07" } ], "_exports": [ "carigaan", "carigas" ], "_help": [ { "page": "carigaan", "title": "CEEMDAN Decomposition-Based ARIMA-GARCH-ANN Hybrid Modeling", "topics": [ "carigaan" ] }, { "page": "carigas", "title": "CEEMDAN Decomposition-Based ARIMA-GARCH-SVR Hybrid Modeling", "topics": [ "carigas" ] } ], "_rundeps": [ "aTSA", "caret", "class", "cli", "clock", "codetools", "colorspace", "cpp11", "curl", "cvar", "data.table", "Deriv", "diagram", "digest", "dplyr", "e1071", "earth", "farver", "fastICA", "fBasics", "fGarch", "FinTS", "foreach", "forecast", "Formula", "fracdiff", "future", "future.apply", "gbutils", "generics", "ggplot2", "globals", "glue", "gower", "gss", "gtable", "hardhat", "ipred", "isoband", "iterators", "jsonlite", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lmtest", "LSTS", "lubridate", "magrittr", "MASS", "Matrix", "ModelMetrics", "neuralnet", "nlme", "nnet", "numDeriv", "parallelly", "patchwork", "pillar", "pkgconfig", "plotmo", "plotrix", "plyr", "pROC", "prodlim", "progressr", "proxy", "pso", "purrr", "quadprog", "quantmod", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "Rdpack", "recipes", "reshape2", "rlang", "Rlibeemd", "rpart", "S7", "scales", "shape", "sparsevctrs", "spatial", "SQUAREM", "stabledist", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "timeSeries", "tseries", "TTR", "tzdb", "urca", "utf8", "vctrs", "viridisLite", "withr", "xts", "zoo" ], "_score": 1.7781512503836436, "_indexed": true, "_nocasepkg": "ceemdanml", "_universes": [ "sandipgarai" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-10T13:42:08.000Z", "distro": "resolute", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/a18360fa341409cd2c0e1447592cfdcf70e2b348c251e6bf9efaea8be952e19d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-10T13:42:08.000Z", "distro": "resolute", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/bf90f25f5b8711726913b729bccb36e70fac5d66d832d2ea674098eb182ba742", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-10T13:43:05.000Z", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/303c29cc3cf52c8f5df8cf3540cd8ebacf73b6dbe79d670ec5db954e3c6434ce", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-10T13:42:56.000Z", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/9f3fe1723b1941cd33991305f1c679eba02e66054ccd604a550c346ef0d9a7f1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-10T13:41:47.000Z", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/cee2833da83db733658936509374bb8a17ec7ac905a2987f9ec897153e219b44", "status": "success", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-10T13:41:19.000Z", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/3e59e93a700b7f49eef865060fc2f6d07d19c0683c44c4e25f987d0b2b0efca9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-10-10T13:40:57.000Z", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/3731992bac266f55f8a106c9d2d3137c53a5f2f64a0c7b4475539d435225f2e8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-10T13:40:52.000Z", "commit": "6ca7dfa85ad0e974fdb573cbd64c07f58148d49b", "fileid": "https://r2.ropensci.org/9026e9f44c3c5b9c4a1bb9255891697c2ad14bcd0a6a908da890d5404e9611d3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandipgarai/actions/runs/38056343162" } ] }