关于这几种方法的详细解释,大家可以自行了解,我们主要演示caret中的实现方法。 4种方法演示 虚构一个数据,训练集和测试集各有10000个样本,其中占比低的类大概只有5.9%的比例,数据如下: library(caret)## Loading required package: ggplot2## Loading required package: latticeset.seed(2969)imbal_train <- two...
+'tibble',+'dplyr',+'stringr',+'ggplot2',+'ggpubr',+'factoextra',+'FactoMineR',+'pheatmap',+"survival",+"survminer",+"patchwork",+"ggstatsplot",+"ggplotify",+"cowplot",+"glmnet",+"ROCR",+"caret",+"randomForest",+"survminer",+"Hmisc...
In this work, package citation refers strictly to the output of citation(package) in r by the time of writing the manuscript and the version cited in the reference may not match the studied version. 3 THE r PACKAGES Fifty-eight packages were found to assist with processing and analysis of ...
outside_test <- lapply(outside_models, test_roc, data = imbal_test) ## Type 'citation("pROC")' for a citation. ## ## Attaching package: 'pROC' ## The following objects are masked from 'package:stats': ## ## cov, smooth, var ## Setting direction: controls < cases ## Setting ...
In this work, package citation refers strictly to the output of citation(package) in R by the time of writing the manuscript and the version cited in the reference may not match the studied version.The R packagesFifty-eight packages were found to assist with processing and analysis of ...
Citation MetaboAnalystR 2.0 has been developed by the XiaLab at McGill University. The original manuscript (Version 1.0.0) can be found here. MetaboAnalystR Version 2.0.0 has been recently published! We encourage users to further develop the package to suit their needs. If you use the R pa...
Citation MetaboAnalystR 2.0 has been developed by the XiaLab at McGill University. The original manuscript (Version 1.0.0) can be found here. MetaboAnalystR Version 2.0.0 has been recently published! We encourage users to further develop the package to suit their needs. If you use the R pa...
gcplyr: an R package for microbial growth curve data analysis. BMC Bioinformatics 25, 232 (2024). https://doi.org/10.1186/s12859-024-05817-3 Download citation Received30 January 2024 Accepted20 May 2024 Published09 July 2024 DOIhttps://doi.org/10.1186/s12859-024-05817-3 Share this article...
While the R package caret has a similar goal, the fitting of many D–M combinations and the determination of statistically significant performance differences still requires some knowledge of R programming and statistical methods. chemmodlab further automates this process and provides several plotting ...
vignette(package="MetaboAnalystR") Within a web-browser: browseVignettes("MetaboAnalystR") Citation MetaboAnalystR 2.0 has been developed by the XiaLab at McGill University. The original manuscript (Version 1.0.0) can be found here. MetaboAnalystR Version 2.0.0 has been recently published! We...