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library(lightAUC)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
tryerror <- try(lightAUC(probs, as.character(actuals)),
silent = TRUE)
tryerror[[1]]
tryerror <- try(lightAUC(probs, as.character(actuals), parallel=TRUE),
silent = TRUE)
tryerror
probs <- c(1, 0.4, 0.8)
actuals <- c(0.0, 0.0, 1.0)
tryerror <- try(lightAUC(probs, as.character(actuals), parallel=TRUE),
silent = TRUE)
tryerror [[1]]
probs <- c(1, 0.4, 0.8)
actuals <- c(FALSE, FALSE, TRUE)
expect_equal(lightAUC(probs, actuals), 0.5)
probs <- c(1, 0.4, 0.8)
actuals <- c(FALSE, FALSE, TRUE)
expect_equal(lightAUC(probs, actuals), 0.5)
probs <- c(1, 0.4, 0.8)
actuals <- c(FALSE, FALSE, TRUE)
all.equal(lightAUC(probs, actuals), 0.5)
all.equal(lightAUC(probs, actuals, parallel = TRUE, cores = -1L), 0.5)
probs <- c(1, 0.4, 0.8)
actuals <- c(0.0, 0.0, 1.0)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
library(lightAUC)
expect_equal(lightAUC(probs, actuals), 0.5)
library(lightAUC)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
all.equal(lightAUC(probs, actuals), 0.5)
all.equal(lightAUC(probs, actuals, parallel = TRUE), 0.5)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
lightAUC(probs, actuals, parallel = TRUE, cores = -1L)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
lightAUC::lightAUC(probs, actuals, parallel = TRUE, cores = -1L)
gc()
gc()
library(lightAUC)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
all.equal(lightAUC(probs, actuals), 0.5)
all.equal(lightAUC(probs, actuals, parallel = TRUE), 0.5)
gc()
library(lightAUC)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
all.equal(lightAUC(probs, actuals), 0.5)
all.equal(lightAUC(probs, actuals, parallel = TRUE), 0.5)
library(lightAUC)
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
lightAUC(probs, actuals, parallel = TRUE)
Rcpp::sourceCpp("C://Users//Administrator//Desktop//arma_roc.cpp")
fast_auc_code_par(probs, actual, parallel=TRUE, cores=12)
fast_auc_code_par(probs, actual, parallel=TRUE, numThreads =12)
fast_auc_code_par(probs, actual, numThreads =12)
fast_auc_code_par(probs, actuals, numThreads =12)
gc()
renv::refresh()
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
all.equal(lightAUC(probs, actuals), 0.5)
all.equal(lightAUC(probs, actuals, parallel = TRUE), 0.5)
gc()
gc()
gc()
probs <- c(1, 0.4, 0.8)
actuals <- c(0, 0, 1)
lightAUC(probs, actuals, parallel = TRUE, cores = -1L)
Rcpp::sourceCpp("C://Users//Administrator//Documents//packages//lightAUC//src//lightauc.cpp")
lightAUC(probs, actuals, parallel = TRUE, cores = 2)
RcppParallel::numThreads()
covr::report()
covr::report()
covr::report()
getwd()
covr::report()
covr::report()
usethis::use_pkgdown()
usethis::use_git()
usethis::use_github(protocol="https")
usethis::use_git_remote("origin", url = NULL, overwrite = TRUE)
usethis::use_github(protocol="https")
pkgdown::build_site()
usethis::use_github_pages()
usethis::use_pkgdown_github_pages()
usethis::create_from_github("cadam00/lightAUC", fork = FALSE)
usethis::git_sitrep()
use_git_config(user.name = "cadam00")
usethis::use_git_config(user.name = "cadam00")
use_git_config(user.name = "cadam00")
usethis::git_sitrep()
usethis::use_github(protocol = "htpps")
usethis::use_github(protocol = "https")
usethis::use_pkgdown_github_pages()
pkgdown::build_site()
pkgdown::build_site()
withr::with_options(list(repos = c(CRAN = "https://cloud.r-project.org/")),
{callr::default_repos()
rcmdcheck::rcmdcheck(args = c("--no-manual", "--as-cran")) })
covr::report()
usethis::use_github_action("test-coverage")
usethis::use_github_action("test-coverage")
usethis::use_github_action("check-standard")
pkgdown::build_site()
devtools::check_win_devel()
devtools::check_win_release()
devtools::check_mac_release()
devtools::check_win_devel()
devtools::check_win_release()
devtools::check_win_devel()
pkgdown::build_site()
pkgdown::build_site()
devtools::check_win_devel()
devtools::check_win_release()
devtools::check_mac_release()
covr::report()
covr::code_coverage()
covr::codecov()
codecov::package_coverage(quiet=FALSE)
covr::package_coverage(quiet=FALSE)
package_coverage(quiet=FALSE)
Sys.setenv(RCPP_PARALLEL_BACKEND = "")
pkgdown::build_site()
class(c(0L, 0L, 1L))
covr::report()
devtools::build(manual = TRUE)
withr::with_options(list(repos = c(CRAN = "https://cloud.r-project.org/")),
{callr::default_repos()
rcmdcheck::rcmdcheck(args = c("--no-manual", "--as-cran")) })
pkdown::build_site()
pkgdown::build_site()
pkgdown::build_site()
pkgdown::build_site()
devtols::build(manual=TRUE)
devtools::build(manual=TRUE)
install.packages("RcppParallel")
devtools::build(manual=TRUE)
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
n <- 1e2
probs <- runif(n)
actual <- sample(c(1,0), n, replace=T)
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
n <- 1e7
probs <- runif(n)
actual <- sample(c(1,0), n, replace=T)
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
n <- 1e7
probs <- runif(n)
actual <- sample(c(1,0), n, replace=T)
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
n <- 1e3
probs <- runif(n)
actual <- sample(c(1,0), n, replace=T)
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
n <- 1e7
probs <- runif(n)
actual <- sample(c(1,0), n, replace=T)
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
actual <- as.integer(sample(c(1,0), n, replace=T)
)
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
n <- 1e2
probs <- runif(n)
actual <- as.integer(sample(c(1,0), n, replace=T))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
n <- 1e5
probs <- runif(n)
actual <- as.integer(sample(c(1,0), n, replace=T))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
n <- 1e7
probs <- runif(n)
actual <- as.integer(sample(c(1,0), n, replace=T))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
bench::mark(fast_auc_code3(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
n <- 1e7
probs <- runif(n)
actual <- as.integer(sample(c(1,0), n, replace=T))
bench::mark(lightAUC::lightAUC(probs, actual),
lightAUC::lightAUC(probs, actual, parallel=TRUE, cores=6),
Metrics::auc(actual, probs))
bench::mark(fast_auc_code3(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code3(probs, actual),
fast_auc_code(probs, actual))
n <- 1e2
probs <- runif(n)
actual <- as.integer(sample(c(1,0), n, replace=T))
bench::mark(fast_auc_code3(probs, actual),
fast_auc_code(probs, actual))
n <- 1e7
probs <- runif(n)
actual <- as.integer(sample(c(1,0), n, replace=T))
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code2(probs, actual),
fast_auc_code(probs, actual))
covr::report()
Rcpp::sourceCpp("C:/Users/Administrator/Desktop/arma_roc.cpp")
bench::mark(fast_auc_code_par(probs, actual, numThreads=12),
fast_auc_code_par2(probs, actual, numThreads=12))
n <- 1e7
probs <- runif(n)
actual <- as.integer(sample(c(1,0), n, replace=T))
bench::mark(fast_auc_code_par(probs, actual, numThreads=12),
fast_auc_code_par2(probs, actual, numThreads=12))
bench::mark(fast_auc_code_par2(probs, actual, numThreads=12),
fast_auc_code_par(probs, actual, numThreads=12))
library(lightAUC)
probs <- c(1, 1, 0.4, 0.8)
actuals <- c(0L, 1L, 0L, 1L)
lightAUC(probs, actuals)
library(lightAUC)
# Equal probabilities case
probs <- c(1, 1, 0.4, 0.8)
actuals <- c(0L, 1L, 0L, 1L)
lightAUC(probs, actuals, parallel = TRUE, cores = 2L)