{"Package":"pheble","Title":"Classifying High-Dimensional Phenotypes with Ensemble Learning","Version":"0.1.0","Authors@R":"c(person(\"Jay\", \"Devine\", role = c(\"aut\", \"cre\", \"cph\"),\nemail = \"jay.devine1@ucalgary.ca\"),\nperson(\"Bened\\'ikt\", \"Hallgrimsson\", role = c(\"aut\"),\nemail = \"bhallgri@ucalgary.ca\"))","Description":"A system for binary and multi-class classification of\nhigh-dimensional phenotypic data using ensemble learning. By combining\npredictions from different classification models, this package attempts\nto improve performance over individual learners. The pre-processing,\ntraining, validation, and testing are performed end-to-end to minimize\nuser input and simplify the process of classification.","License":"GPL (>= 3)","Encoding":"UTF-8","RoxygenNote":"7.2.3","Imports":"adabag, base, C50, caret, caTools, data.table, doParallel,\ndplyr, e1071, earth, evtree, frbs, glmnet, gmodels, hda,\nHDclassif, ipred, kernlab, kknn, klaR, magrittr, MASS, Matrix,\nmda, MLmetrics, nnet, parallel, party, pls, randomForest,\nrpartScore, sparseLDA, stats, themis, utils","Depends":"R (>= 2.10)","LazyData":"true","Suggests":"h2o","NeedsCompilation":"no","Packaged":"2023-05-16 20:35:33 UTC; bhlab","Author":"Jay Devine [aut, cre, cph],\nBened'ikt Hallgrimsson [aut]","Maintainer":"Jay Devine ","Repository":"CRAN","Date/Publication":"2023-05-17 08:50:11 UTC","repoType":"cran","tarballUrl":"ftp://cran.r-project.org/pub/R/src/contrib/pheble_0.1.0.tar.gz","jsonAuthors":[{"name":"Jay Devine","email":"jay.devine1@ucalgary.ca","maintainer":true},{"name":"Bened'ikt Hallgrimsson","email":"bhallgri@ucalgary.ca","maintainer":false}],"readme":"# pheble\npheble is a software package for classifying high-dimensional phenotypes with ensemble learning.\n\n### To install the current pheble R package from CRAN:\n\n Within R:\n\n install.packages(\"pheble\") \n\n### To install the current pheble R package from Github using devtools:\n\n Within R:\n\n install.packages(\"devtools\") \n\n devtools::devtools::install_github(“jaydevine/pheble”) \n\nFor any questions, you can contact the author via email: jay.devine1@ucalgary.ca","jobInfo":{"package":"pheble","version":"0.1.0","parsingStatus":"success","parserVersion":2,"parsedAt":"2023-05-17T11:30:16+0000"}}

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