Publications by Anna Konstorum (
Publish Document
Setup: Load libraries and helper functions # knitr::opts_chunk$set(warning = FALSE, message = FALSE, class.source = "foldable") suppressPackageStartupMessages({ library(verification) library(pROC) library(discretefit) library(dplyr) library(ggplot2) library(tidyr) library(tidyverse) library(corrplot) library(data.table) library(...
714 sym R (10895 sym/8 pcs) 1 img 2 tbl
Publish Document
Setup: Load libraries and helper functions suppressPackageStartupMessages({ library(verification) library(pROC) library(discretefit) library(dplyr) library(ggplot2) library(tidyr) library(tidyverse) library(corrplot) library(data.table) library(here) library(readr) library(kableExtra) library(glmnet) library(here) }) ## ...
703 sym R (10793 sym/8 pcs) 1 img 2 tbl
Document
Simple Computational Models for Predicting Pertussis Boost Response. 2023-08-21 Setup: Load libraries and helper functions suppressPackageStartupMessages({ library(verification) library(pROC) library(discretefit) library(dplyr) library(ggplot2) library(tidyr) library(tidyverse) library(corrplot) library(data.table) library(here)...
777 sym Python (10381 sym/9 pcs) 1 img 2 tbl
basedModel_exposureDuplicatesRemoved_normalized
library(omicade4) ## Loading required package: ade4 library(mogsa) library(RSpectra) # library(lubridate) library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-7 library(dplyr) ## ## Attaching package: 'dplyr' ## The following object is masked from 'package:mogsa': ## ## combine ## The following objects are masked from 'pac...
662 sym R (43034 sym/77 pcs) 6 img
basedModel_exposure_normalized
library(omicade4) ## Loading required package: ade4 library(mogsa) library(RSpectra) # library(lubridate) library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-7 library(dplyr) ## ## Attaching package: 'dplyr' ## The following object is masked from 'package:mogsa': ## ## combine ## The following objects are masked from 'pac...
662 sym R (42752 sym/77 pcs) 6 img
baseModel_normalized
library(omicade4) ## Loading required package: ade4 library(mogsa) library(RSpectra) library(lubridate) ## ## Attaching package: 'lubridate' ## The following objects are masked from 'package:base': ## ## date, intersect, setdiff, union library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-7 library(dplyr) ## ## Attaching p...
623 sym R (25814 sym/59 pcs) 6 img
baseModel_notNormalized
library(omicade4) ## Loading required package: ade4 library(mogsa) library(RSpectra) library(lubridate) ## ## Attaching package: 'lubridate' ## The following objects are masked from 'package:base': ## ## date, intersect, setdiff, union library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-7 library(dplyr) ## ## Attaching p...
623 sym R (25470 sym/59 pcs) 6 img
annas_Model_normalized
Load required libraries library(omicade4) ## Loading required package: ade4 library(mogsa) library(RSpectra) library(lubridate) ## ## Attaching package: 'lubridate' ## The following objects are masked from 'package:base': ## ## date, intersect, setdiff, union library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-7 library(d...
1701 sym R (17240 sym/66 pcs) 3 img
annas_Model_notNormalized
Load required libraries library(omicade4) ## Loading required package: ade4 library(mogsa) library(RSpectra) library(lubridate) ## ## Attaching package: 'lubridate' ## The following objects are masked from 'package:base': ## ## date, intersect, setdiff, union library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-7 library(d...
1704 sym R (22858 sym/69 pcs) 3 img
annas_Model_normalized
Load required libraries library(omicade4) ## Loading required package: ade4 library(mogsa) library(RSpectra) library(lubridate) ## ## Attaching package: 'lubridate' ## The following objects are masked from 'package:base': ## ## date, intersect, setdiff, union library(glmnet) ## Loading required package: Matrix ## Loaded glmnet 4.1-7 library(d...
1704 sym R (22409 sym/69 pcs) 3 img