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This page was generated on 2025-02-03 12:11 -0500 (Mon, 03 Feb 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.1 LTS)x86_644.4.2 (2024-10-31) -- "Pile of Leaves" 4746
palomino8Windows Server 2022 Datacenterx644.4.2 (2024-10-31 ucrt) -- "Pile of Leaves" 4494
merida1macOS 12.7.5 Montereyx86_644.4.2 (2024-10-31) -- "Pile of Leaves" 4517
kjohnson1macOS 13.6.6 Venturaarm644.4.2 (2024-10-31) -- "Pile of Leaves" 4469
taishanLinux (openEuler 24.03 LTS)aarch644.4.2 (2024-10-31) -- "Pile of Leaves" 4400
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 951/2289HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
HIBAG 1.42.0  (landing page)
Xiuwen Zheng
Snapshot Date: 2025-01-30 13:00 -0500 (Thu, 30 Jan 2025)
git_url: https://git.bioconductor.org/packages/HIBAG
git_branch: RELEASE_3_20
git_last_commit: 6aaa259
git_last_commit_date: 2024-10-29 09:58:23 -0500 (Tue, 29 Oct 2024)
nebbiolo2Linux (Ubuntu 24.04.1 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
palomino8Windows Server 2022 Datacenter / x64  OK    OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.5 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.6.6 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    ERROR  


CHECK results for HIBAG on taishan

To the developers/maintainers of the HIBAG package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/HIBAG.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.
- See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host.

raw results


Summary

Package: HIBAG
Version: 1.42.0
Command: /home/biocbuild/R/R/bin/R CMD check --install=check:HIBAG.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings HIBAG_1.42.0.tar.gz
StartedAt: 2025-01-31 07:06:38 -0000 (Fri, 31 Jan 2025)
EndedAt: 2025-01-31 07:07:54 -0000 (Fri, 31 Jan 2025)
EllapsedTime: 76.0 seconds
RetCode: 1
Status:   ERROR  
CheckDir: HIBAG.Rcheck
Warnings: NA

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD check --install=check:HIBAG.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings HIBAG_1.42.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.20-bioc/meat/HIBAG.Rcheck’
* using R version 4.4.2 (2024-10-31)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
    aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
    GNU Fortran (GCC) 12.3.1 (openEuler 12.3.1-36.oe2403)
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘HIBAG/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘HIBAG’ version ‘1.42.0’
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘HIBAG’ can be installed ... OK
* used C compiler: ‘aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0’
* used C++ compiler: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking whether startup messages can be suppressed ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking LazyData ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... NOTE
GNU make is a SystemRequirements.
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
File ‘HIBAG/libs/HIBAG.so’:
  Found non-API call to R: ‘R_new_custom_connection’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual.
* checking installed files from ‘inst/doc’ ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘runTests.R’/home/biocbuild/R/R/bin/BATCH: line 60: 2739834 Segmentation fault      (core dumped) ${R_HOME}/bin/R -f ${in} ${opts} ${R_BATCH_OPTIONS} > ${out} 2>&1

 ERROR
Running the tests in ‘tests/runTests.R’ failed.
Last 13 lines of output:
  Build a HIBAG model with 10 individual classifiers:
      MAF threshold: NaN
      excluding 11 monomorphic SNPs
      # of SNPs randomly sampled as candidates for each selection: 17
      # of SNPs: 264
      # of samples: 34
      # of unique HLA alleles: 14
  CPU flags: 64-bit
  
   *** caught segfault ***
  address 0x12c00000123, cause 'memory not mapped'
  
  Traceback:
   1: hlaAttrBagging(hlatab$training, train.geno, nclassifier = 10)
  An irrecoverable exception occurred. R is aborting now ...
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 ERROR, 3 NOTEs
See
  ‘/home/biocbuild/bbs-3.20-bioc/meat/HIBAG.Rcheck/00check.log’
for details.


Installation output

HIBAG.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD INSTALL HIBAG
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/R/R-4.4.2/site-library’
* installing *source* package ‘HIBAG’ ...
** using staged installation
** libs
using C compiler: ‘aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0’
using C++ compiler: ‘aarch64-unknown-linux-gnu-g++ (GCC) 14.2.0’
using C++11
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c HIBAG.cpp -o HIBAG.o
In file included from /home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/tbb.h:32,
                 from /home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/RcppParallel/TBB.h:10,
                 from /home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/RcppParallel.h:24,
                 from HIBAG.cpp:32:
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h: In instantiation of ‘tbb::atomic<T>& tbb::internal::as_atomic(T&) [with T = long unsigned int]’:
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/tbb_thread.h:251:29:   required from here
  251 |             return as_atomic(location.my_id).compare_and_swap(value.my_id, comparand.my_id);
      |                    ~~~~~~~~~^~~~~~~~~~~~~~~~
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h:544:12: warning: casting ‘long unsigned int’ to ‘tbb::atomic<long unsigned int>&’ does not use ‘constexpr tbb::atomic<long unsigned int>::atomic(long unsigned int)’ [-Wcast-user-defined]
  544 |     return (atomic<T>&)t;
      |            ^~~~~~~~~~~~~
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h: In instantiation of ‘tbb::atomic<T>& tbb::internal::as_atomic(T&) [with T = tbb::interface5::internal::hash_map_base::bucket*]’:
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/concurrent_hash_map.h:291:31:   required from here
  291 |                   && as_atomic(my_table[new_seg]).compare_and_swap(is_allocating, NULL) == NULL )
      |                      ~~~~~~~~~^~~~~~~~~~~~~~~~~~~
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h:544:12: warning: casting ‘tbb::interface5::internal::hash_map_base::bucket*’ to ‘tbb::atomic<tbb::interface5::internal::hash_map_base::bucket*>&’ does not use ‘constexpr tbb::atomic<T*>::atomic(T*) [with T = tbb::interface5::internal::hash_map_base::bucket]’ [-Wcast-user-defined]
  544 |     return (atomic<T>&)t;
      |            ^~~~~~~~~~~~~
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA.cpp -o LibHLA.o
In file included from /home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/tbb.h:32,
                 from /home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/RcppParallel/TBB.h:10,
                 from /home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/RcppParallel.h:24,
                 from LibHLA.cpp:49:
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h: In instantiation of ‘tbb::atomic<T>& tbb::internal::as_atomic(T&) [with T = long unsigned int]’:
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/tbb_thread.h:251:29:   required from here
  251 |             return as_atomic(location.my_id).compare_and_swap(value.my_id, comparand.my_id);
      |                    ~~~~~~~~~^~~~~~~~~~~~~~~~
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h:544:12: warning: casting ‘long unsigned int’ to ‘tbb::atomic<long unsigned int>&’ does not use ‘constexpr tbb::atomic<long unsigned int>::atomic(long unsigned int)’ [-Wcast-user-defined]
  544 |     return (atomic<T>&)t;
      |            ^~~~~~~~~~~~~
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h: In instantiation of ‘tbb::atomic<T>& tbb::internal::as_atomic(T&) [with T = tbb::interface5::internal::hash_map_base::bucket*]’:
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/concurrent_hash_map.h:291:31:   required from here
  291 |                   && as_atomic(my_table[new_seg]).compare_and_swap(is_allocating, NULL) == NULL )
      |                      ~~~~~~~~~^~~~~~~~~~~~~~~~~~~
/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include/tbb/atomic.h:544:12: warning: casting ‘tbb::interface5::internal::hash_map_base::bucket*’ to ‘tbb::atomic<tbb::interface5::internal::hash_map_base::bucket*>&’ does not use ‘constexpr tbb::atomic<T*>::atomic(T*) [with T = tbb::interface5::internal::hash_map_base::bucket]’ [-Wcast-user-defined]
  544 |     return (atomic<T>&)t;
      |            ^~~~~~~~~~~~~
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA_ext_avx.cpp -o LibHLA_ext_avx.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA_ext_avx2.cpp -o LibHLA_ext_avx2.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA_ext_avx512bw.cpp -o LibHLA_ext_avx512bw.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA_ext_avx512f.cpp -o LibHLA_ext_avx512f.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA_ext_avx512vpopcnt.cpp -o LibHLA_ext_avx512vpopcnt.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA_ext_sse2.cpp -o LibHLA_ext_sse2.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security  -c LibHLA_ext_sse4_2.cpp -o LibHLA_ext_sse4_2.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-gcc -I"/home/biocbuild/R/R/include" -DNDEBUG -I../inst/include -I'/home/biocbuild/R/R-4.4.2/site-library/RcppParallel/include' -I/usr/local/include    -fPIC  -g -O2  -Wall -Werror=format-security -c samtools_ext.c -o samtools_ext.o
/opt/ohpc/pub/compiler/gcc/14.2.0/bin/aarch64-unknown-linux-gnu-g++ -std=gnu++11 -shared -L/home/biocbuild/R/R/lib -L/usr/local/lib -o HIBAG.so HIBAG.o LibHLA.o LibHLA_ext_avx.o LibHLA_ext_avx2.o LibHLA_ext_avx512bw.o LibHLA_ext_avx512f.o LibHLA_ext_avx512vpopcnt.o LibHLA_ext_sse2.o LibHLA_ext_sse4_2.o samtools_ext.o -lgcc -L/home/biocbuild/R/R/lib -lR
installing to /home/biocbuild/R/R-4.4.2/site-library/00LOCK-HIBAG/00new/HIBAG/libs
** R
** data
*** moving datasets to lazyload DB
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (HIBAG)

Tests output

HIBAG.Rcheck/tests/runTests.Rout.fail


R version 4.4.2 (2024-10-31) -- "Pile of Leaves"
Copyright (C) 2024 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> #############################################################
> #
> # DESCRIPTION: Unit tests in the HIBAG package
> #
> 
> # load the HIBAG package
> library(HIBAG)
HIBAG (HLA Genotype Imputation with Attribute Bagging)
Kernel Version: v1.5 (64-bit)
> 
> 
> #############################################################
> 
> # a list of HLA genes
> hla.list <- c("A", "B", "C", "DQA1", "DQB1", "DRB1")
> 
> # pre-defined lower bound of prediction accuracy
> hla.acc <- c(0.9, 0.8, 0.8, 0.8, 0.8, 0.7)
> 
> 
> for (hla.idx in seq_along(hla.list))
+ {
+ 	hla.id <- hla.list[hla.idx]
+ 
+ 	# make a "hlaAlleleClass" object
+ 	hla <- hlaAllele(HLA_Type_Table$sample.id,
+ 		H1 = HLA_Type_Table[, paste(hla.id, ".1", sep="")],
+ 		H2 = HLA_Type_Table[, paste(hla.id, ".2", sep="")],
+ 		locus=hla.id, assembly="hg19")
+ 
+ 	# divide HLA types randomly
+ 	set.seed(100)
+ 	hlatab <- hlaSplitAllele(hla, train.prop=0.5)
+ 
+ 	# SNP predictors within the flanking region on each side
+ 	region <- 500	# kb
+ 	snpid <- hlaFlankingSNP(HapMap_CEU_Geno$snp.id,
+ 		HapMap_CEU_Geno$snp.position,
+ 		hla.id, region*1000, assembly="hg19")
+ 
+ 	# training and validation genotypes
+ 	train.geno <- hlaGenoSubset(HapMap_CEU_Geno,
+ 		snp.sel=match(snpid, HapMap_CEU_Geno$snp.id),
+ 		samp.sel=match(hlatab$training$value$sample.id,
+ 		HapMap_CEU_Geno$sample.id))
+ 	test.geno <- hlaGenoSubset(HapMap_CEU_Geno,
+ 		samp.sel=match(hlatab$validation$value$sample.id,
+ 		HapMap_CEU_Geno$sample.id))
+ 
+ 
+ 	# train a HIBAG model
+ 	set.seed(100)
+ 	model <- hlaAttrBagging(hlatab$training, train.geno, nclassifier=10)
+ 	summary(model)
+ 
+ 	# validation
+ 	pred <- hlaPredict(model, test.geno, type="response")
+ 	summary(pred)
+ 
+ 	# compare
+ 	comp <- hlaCompareAllele(hlatab$validation, pred, allele.limit=model,
+ 		call.threshold=0)
+ 	print(comp$overall)
+ 
+ 	# check
+ 	if (comp$overall$acc.haplo < hla.acc[hla.idx])
+ 		stop("HLA - ", hla.id, ", 'acc.haplo' should be >= ", hla.acc[hla.idx], ".")
+ 
+ 	cat("\n\n")
+ }
Build a HIBAG model with 10 individual classifiers:
    MAF threshold: NaN
    excluding 11 monomorphic SNPs
    # of SNPs randomly sampled as candidates for each selection: 17
    # of SNPs: 264
    # of samples: 34
    # of unique HLA alleles: 14
CPU flags: 64-bit

 *** caught segfault ***
address 0x12c00000123, cause 'memory not mapped'

Traceback:
 1: hlaAttrBagging(hlatab$training, train.geno, nclassifier = 10)
An irrecoverable exception occurred. R is aborting now ...

Example timings

HIBAG.Rcheck/HIBAG-Ex.timings

nameusersystemelapsed
HIBAG-package0.3960.0120.415
hlaAllele0.0160.0010.017
hlaAlleleDigit0.0120.0000.012
hlaAlleleSubset0.0100.0040.015
hlaAlleleToVCF2.2780.0042.285
hlaAssocTest0.9480.0040.954
hlaAttrBagging0.3490.0070.357
hlaBED2Geno0.1160.0000.116
hlaCheckAllele000
hlaCheckSNPs0.0810.0000.080
hlaCombineAllele0.0180.0000.018
hlaCombineModelObj0.2630.0000.263
hlaCompareAllele0.2810.0000.282
hlaConvSequence3.1690.0603.242
hlaDistance1.4040.0001.407
hlaFlankingSNP0.0110.0000.012
hlaGDS2Geno0.0840.0040.092
hlaGeno2PED0.0170.0040.021
hlaGenoAFreq0.0090.0000.009
hlaGenoCombine0.0400.0000.041
hlaGenoLD1.3210.0001.324
hlaGenoMFreq0.0090.0000.010
hlaGenoMRate0.0090.0000.009
hlaGenoMRate_Samp0.0090.0000.008
hlaGenoSubset0.0140.0000.014
hlaGenoSwitchStrand0.0620.0000.062
hlaLDMatrix1.6310.0361.670
hlaLociInfo0.0000.0030.004
hlaMakeSNPGeno0.0250.0080.033
hlaModelFiles0.2090.0040.213
hlaModelFromObj0.080.000.08
hlaOutOfBag0.4510.0040.456
hlaParallelAttrBagging0.4120.0911.119
hlaPredMerge0.3380.0000.339
hlaPredict0.2950.0000.295
hlaPublish0.3810.0040.385
hlaReport0.2770.0000.277
hlaReportPlot1.8300.0241.859
hlaSNPID0.0000.0000.001
hlaSampleAllele0.0020.0040.006
hlaSetKernelTarget000
hlaSplitAllele0.0290.0040.034
hlaSubModelObj0.0750.0000.075
hlaUniqueAllele0.0060.0000.005
plot.hlaAttrBagObj0.3560.0040.360
print.hlaAttrBagClass0.1230.0000.123
summary.hlaSNPGenoClass0.0070.0000.007