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This page was generated on 2026-03-14 11:34 -0400 (Sat, 14 Mar 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.3 LTS)x86_64R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences" 4837
kjohnson3macOS 13.7.7 Venturaarm64R Under development (unstable) (2026-03-01 r89506) -- "Unsuffered Consequences" 4050
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Package 2028/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
singIST 0.99.85  (landing page)
Aitor Moruno-Cuenca
Snapshot Date: 2026-03-13 13:40 -0400 (Fri, 13 Mar 2026)
git_url: https://git.bioconductor.org/packages/singIST
git_branch: devel
git_last_commit: 8d9d6ba
git_last_commit_date: 2026-01-07 04:44:12 -0400 (Wed, 07 Jan 2026)
nebbiolo1Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    ERROR  
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  NO, package depends on 'scran' which is only available as a source package that needs compilation
See other builds for singIST in R Universe.


CHECK results for singIST on nebbiolo1

To the developers/maintainers of the singIST package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/singIST.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.

raw results


Summary

Package: singIST
Version: 0.99.85
Command: /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:singIST.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings singIST_0.99.85.tar.gz
StartedAt: 2026-03-14 04:01:52 -0400 (Sat, 14 Mar 2026)
EndedAt: 2026-03-14 04:19:52 -0400 (Sat, 14 Mar 2026)
EllapsedTime: 1080.2 seconds
RetCode: 1
Status:   ERROR  
CheckDir: singIST.Rcheck
Warnings: NA

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD check --install=check:singIST.install-out.txt --library=/home/biocbuild/bbs-3.23-bioc/R/site-library --timings singIST_0.99.85.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/singIST.Rcheck’
* using R Under development (unstable) (2026-03-05 r89546)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.4 LTS
* using session charset: UTF-8
* current time: 2026-03-14 08:01:52 UTC
* checking for file ‘singIST/DESCRIPTION’ ... OK
* this is package ‘singIST’ version ‘0.99.85’
* package encoding: UTF-8
* 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 ‘singIST’ can be installed ... OK
* 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 files in ‘vignettes’ ... OK
* checking examples ... ERROR
Running examples in ‘singIST-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: helpers
> ### Title: Update block of predictor matrices in matrixToBlock()
> ### Aliases: helpers update_block get_measure_index get_train_val_sets
> ###   quantile_computation evaluate_quantile_combinations
> ###   execute_parallel_cv performance_measures compute_final_measures
> ###   select_optimal_PLS execute_sequential_cv initialize_results
> ###   permute_Y_matrix compute_permutation_stats select_samples
> ###   fit_permuted_model evaluate_performance compute_pvalue compute_IC95
> ###   jackknife_CIP_GIP subsampling_CIP_GIP generate_null_distributions
> ###   permute_X_matrix calculate_pvalues perform_cv
> ###   compute_validation_metrics detect_gene_type
> ###   retrieve_one2one_orthologs FCtoExpression center_scale get_indices
> ###   deflate_prediction
> 
> ### ** Examples
> 
> measure <- "F1"
> get_measure_index(measure)
[1] 5
> X <- matrix(rnorm(100), nrow = 10, ncol = 10)
> Y <- matrix(sample(0:1, 10, replace = TRUE), ncol = 1)
> result <- get_train_val_sets(X, Y, validation_index = 2)
> str(result)
List of 4
 $ E_matrix_validation: num [1, 1:10] 0.184 0.39 0.782 -0.103 -0.253 ...
 $ F_matrix_validation: int [1, 1] 1
 $ E_matrix_training  : num [1:9, 1:10] -0.626 -0.836 1.595 0.33 -0.82 ...
 $ F_matrix_training  : int [1:9, 1] 1 0 1 1 1 0 0 1 0
> E_train <- matrix(rnorm(100), nrow = 10, ncol = 10)
> F_train <- matrix(sample(0:1, 10, replace = TRUE), ncol = 1)
> E_valid <- matrix(rnorm(10), nrow = 1, ncol = 10)
> F_valid <- matrix(1, nrow = 1, ncol = 1)
> quantile_table <- matrix(runif(2), nrow = 1, ncol = 2)
> quantile_table_CV <- matrix(runif(7), nrow = 1, ncol = 7)
> results_CV_summary_n <- matrix(0, nrow = 1, ncol = 2)
> F_matrix_validation_bind <- matrix(0, nrow = 1, ncol = 2)
> result <- evaluate_quantile_combinations(j=1, E_matrix_training = E_train,
+                                          F_matrix_training = F_train,
+                                          E_matrix_validation = E_valid,
+                                          F_matrix_validation = F_valid,
+                                          F_matrix_validation_bind =
+                                          F_matrix_validation_bind,
+                                          results_CV_summary_n =
+                                          results_CV_summary_n,
+                                          quantile_table_CV=quantile_table_CV,
+                                          i = 1, X.dim = c(5,5),
+                                          quantile.comb.table =quantile_table,
+                                          outcome.type = "binary",
+                                          center = TRUE,
+                                          scale = TRUE, maxiter = 100,
+                                          Method = NULL)
> print(result)
$results_CV_summary_n
     [,1] [,2]
[1,]    0    0

$F_matrix_validation_bind
     [,1] [,2]
[1,]    1    0

> set.seed(123)
> K <- 5
> X <- matrix(rnorm(50), nrow = 5, ncol = 10)
> Y <- matrix(sample(0:1, 5, replace = TRUE), ncol = 1)
> quantile_comb_table <- matrix(runif(10), nrow = 2, ncol = 10)
> results_CV_summary_n <- matrix(0, nrow = 2, ncol = K)
> F_matrix_validation_bind <- matrix(0, nrow = 2, ncol = K)
> # Parallelization options
> library(BiocParallel)
> register(SnowParam(workers = 2, exportglobals = FALSE, progressbar = TRUE),
+ default = TRUE)
> output <- execute_parallel_cv(K, results_CV_summary_n,
+                               F_matrix_validation_bind, X, Y, PLS_term = 1,
+                               X.dim = c(5,5),
+                               quantile.comb.table = quantile_comb_table,
+                               outcome.type = "binary",
+                               quantile_table_CV = quantile_comb_table,
+                               measure = "B_accuracy",
+                               expected.measure.increase = 0.005,
+                               center = TRUE, scale = TRUE, maxiter = 100,
+                               Method = NULL)

  |                                                                            
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  |                                                                            
  |==============                                                        |  20%
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  |============================                                          |  40%
  |                                                                            
  |==========================================                            |  60%
  |                                                                            
  |========================================================              |  80%
  |                                                                            
  |======================================================================| 100%

> register(SerialParam(), default = TRUE) # disable parallelization
> str(output)
List of 2
 $ results_CV_summary_n    : num [1:2, 1:5] 1 1 1 0 0 0 1 1 1 1
 $ F_matrix_validation_bind: num [1:2, 1:5] 0 0 1 1 1 1 0 0 1 1
> initialize_results(100, 3)
$RV.YYpermut.values
      dimlabP rep.NA..npermut...1.
1    NoPermut                   NA
2     permut1                   NA
3     permut2                   NA
4     permut3                   NA
5     permut4                   NA
6     permut5                   NA
7     permut6                   NA
8     permut7                   NA
9     permut8                   NA
10    permut9                   NA
11   permut10                   NA
12   permut11                   NA
13   permut12                   NA
14   permut13                   NA
15   permut14                   NA
16   permut15                   NA
17   permut16                   NA
18   permut17                   NA
19   permut18                   NA
20   permut19                   NA
21   permut20                   NA
22   permut21                   NA
23   permut22                   NA
24   permut23                   NA
25   permut24                   NA
26   permut25                   NA
27   permut26                   NA
28   permut27                   NA
29   permut28                   NA
30   permut29                   NA
31   permut30                   NA
32   permut31                   NA
33   permut32                   NA
34   permut33                   NA
35   permut34                   NA
36   permut35                   NA
37   permut36                   NA
38   permut37                   NA
39   permut38                   NA
40   permut39                   NA
41   permut40                   NA
42   permut41                   NA
43   permut42                   NA
44   permut43                   NA
45   permut44                   NA
46   permut45                   NA
47   permut46                   NA
48   permut47                   NA
49   permut48                   NA
50   permut49                   NA
51   permut50                   NA
52   permut51                   NA
53   permut52                   NA
54   permut53                   NA
55   permut54                   NA
56   permut55                   NA
57   permut56                   NA
58   permut57                   NA
59   permut58                   NA
60   permut59                   NA
61   permut60                   NA
62   permut61                   NA
63   permut62                   NA
64   permut63                   NA
65   permut64                   NA
66   permut65                   NA
67   permut66                   NA
68   permut67                   NA
69   permut68                   NA
70   permut69                   NA
71   permut70                   NA
72   permut71                   NA
73   permut72                   NA
74   permut73                   NA
75   permut74                   NA
76   permut75                   NA
77   permut76                   NA
78   permut77                   NA
79   permut78                   NA
80   permut79                   NA
81   permut80                   NA
82   permut81                   NA
83   permut82                   NA
84   permut83                   NA
85   permut84                   NA
86   permut85                   NA
87   permut86                   NA
88   permut87                   NA
89   permut88                   NA
90   permut89                   NA
91   permut90                   NA
92   permut91                   NA
93   permut92                   NA
94   permut93                   NA
95   permut94                   NA
96   permut95                   NA
97   permut96                   NA
98   permut97                   NA
99   permut98                   NA
100  permut99                   NA
101 permut100                   NA

$cor.YYpermut.values
      dimlabP X1 X2 X3
1    NoPermut NA NA NA
2     permut1 NA NA NA
3     permut2 NA NA NA
4     permut3 NA NA NA
5     permut4 NA NA NA
6     permut5 NA NA NA
7     permut6 NA NA NA
8     permut7 NA NA NA
9     permut8 NA NA NA
10    permut9 NA NA NA
11   permut10 NA NA NA
12   permut11 NA NA NA
13   permut12 NA NA NA
14   permut13 NA NA NA
15   permut14 NA NA NA
16   permut15 NA NA NA
17   permut16 NA NA NA
18   permut17 NA NA NA
19   permut18 NA NA NA
20   permut19 NA NA NA
21   permut20 NA NA NA
22   permut21 NA NA NA
23   permut22 NA NA NA
24   permut23 NA NA NA
25   permut24 NA NA NA
26   permut25 NA NA NA
27   permut26 NA NA NA
28   permut27 NA NA NA
29   permut28 NA NA NA
30   permut29 NA NA NA
31   permut30 NA NA NA
32   permut31 NA NA NA
33   permut32 NA NA NA
34   permut33 NA NA NA
35   permut34 NA NA NA
36   permut35 NA NA NA
37   permut36 NA NA NA
38   permut37 NA NA NA
39   permut38 NA NA NA
40   permut39 NA NA NA
41   permut40 NA NA NA
42   permut41 NA NA NA
43   permut42 NA NA NA
44   permut43 NA NA NA
45   permut44 NA NA NA
46   permut45 NA NA NA
47   permut46 NA NA NA
48   permut47 NA NA NA
49   permut48 NA NA NA
50   permut49 NA NA NA
51   permut50 NA NA NA
52   permut51 NA NA NA
53   permut52 NA NA NA
54   permut53 NA NA NA
55   permut54 NA NA NA
56   permut55 NA NA NA
57   permut56 NA NA NA
58   permut57 NA NA NA
59   permut58 NA NA NA
60   permut59 NA NA NA
61   permut60 NA NA NA
62   permut61 NA NA NA
63   permut62 NA NA NA
64   permut63 NA NA NA
65   permut64 NA NA NA
66   permut65 NA NA NA
67   permut66 NA NA NA
68   permut67 NA NA NA
69   permut68 NA NA NA
70   permut69 NA NA NA
71   permut70 NA NA NA
72   permut71 NA NA NA
73   permut72 NA NA NA
74   permut73 NA NA NA
75   permut74 NA NA NA
76   permut75 NA NA NA
77   permut76 NA NA NA
78   permut77 NA NA NA
79   permut78 NA NA NA
80   permut79 NA NA NA
81   permut80 NA NA NA
82   permut81 NA NA NA
83   permut82 NA NA NA
84   permut83 NA NA NA
85   permut84 NA NA NA
86   permut85 NA NA NA
87   permut86 NA NA NA
88   permut87 NA NA NA
89   permut88 NA NA NA
90   permut89 NA NA NA
91   permut90 NA NA NA
92   permut91 NA NA NA
93   permut92 NA NA NA
94   permut93 NA NA NA
95   permut94 NA NA NA
96   permut95 NA NA NA
97   permut96 NA NA NA
98   permut97 NA NA NA
99   permut98 NA NA NA
100  permut99 NA NA NA
101 permut100 NA NA NA

$prctGlob.Ychange.values
      dimlabP rep.NA..npermut...1.
1    NoPermut                   NA
2     permut1                   NA
3     permut2                   NA
4     permut3                   NA
5     permut4                   NA
6     permut5                   NA
7     permut6                   NA
8     permut7                   NA
9     permut8                   NA
10    permut9                   NA
11   permut10                   NA
12   permut11                   NA
13   permut12                   NA
14   permut13                   NA
15   permut14                   NA
16   permut15                   NA
17   permut16                   NA
18   permut17                   NA
19   permut18                   NA
20   permut19                   NA
21   permut20                   NA
22   permut21                   NA
23   permut22                   NA
24   permut23                   NA
25   permut24                   NA
26   permut25                   NA
27   permut26                   NA
28   permut27                   NA
29   permut28                   NA
30   permut29                   NA
31   permut30                   NA
32   permut31                   NA
33   permut32                   NA
34   permut33                   NA
35   permut34                   NA
36   permut35                   NA
37   permut36                   NA
38   permut37                   NA
39   permut38                   NA
40   permut39                   NA
41   permut40                   NA
42   permut41                   NA
43   permut42                   NA
44   permut43                   NA
45   permut44                   NA
46   permut45                   NA
47   permut46                   NA
48   permut47                   NA
49   permut48                   NA
50   permut49                   NA
51   permut50                   NA
52   permut51                   NA
53   permut52                   NA
54   permut53                   NA
55   permut54                   NA
56   permut55                   NA
57   permut56                   NA
58   permut57                   NA
59   permut58                   NA
60   permut59                   NA
61   permut60                   NA
62   permut61                   NA
63   permut62                   NA
64   permut63                   NA
65   permut64                   NA
66   permut65                   NA
67   permut66                   NA
68   permut67                   NA
69   permut68                   NA
70   permut69                   NA
71   permut70                   NA
72   permut71                   NA
73   permut72                   NA
74   permut73                   NA
75   permut74                   NA
76   permut75                   NA
77   permut76                   NA
78   permut77                   NA
79   permut78                   NA
80   permut79                   NA
81   permut80                   NA
82   permut81                   NA
83   permut82                   NA
84   permut83                   NA
85   permut84                   NA
86   permut85                   NA
87   permut86                   NA
88   permut87                   NA
89   permut88                   NA
90   permut89                   NA
91   permut90                   NA
92   permut91                   NA
93   permut92                   NA
94   permut93                   NA
95   permut94                   NA
96   permut95                   NA
97   permut96                   NA
98   permut97                   NA
99   permut98                   NA
100  permut99                   NA
101 permut100                   NA

$prct.Ychange.values
      dimlabP X1 X2 X3 X4
1    NoPermut NA NA NA NA
2     permut1 NA NA NA NA
3     permut2 NA NA NA NA
4     permut3 NA NA NA NA
5     permut4 NA NA NA NA
6     permut5 NA NA NA NA
7     permut6 NA NA NA NA
8     permut7 NA NA NA NA
9     permut8 NA NA NA NA
10    permut9 NA NA NA NA
11   permut10 NA NA NA NA
12   permut11 NA NA NA NA
13   permut12 NA NA NA NA
14   permut13 NA NA NA NA
15   permut14 NA NA NA NA
16   permut15 NA NA NA NA
17   permut16 NA NA NA NA
18   permut17 NA NA NA NA
19   permut18 NA NA NA NA
20   permut19 NA NA NA NA
21   permut20 NA NA NA NA
22   permut21 NA NA NA NA
23   permut22 NA NA NA NA
24   permut23 NA NA NA NA
25   permut24 NA NA NA NA
26   permut25 NA NA NA NA
27   permut26 NA NA NA NA
28   permut27 NA NA NA NA
29   permut28 NA NA NA NA
30   permut29 NA NA NA NA
31   permut30 NA NA NA NA
32   permut31 NA NA NA NA
33   permut32 NA NA NA NA
34   permut33 NA NA NA NA
35   permut34 NA NA NA NA
36   permut35 NA NA NA NA
37   permut36 NA NA NA NA
38   permut37 NA NA NA NA
39   permut38 NA NA NA NA
40   permut39 NA NA NA NA
41   permut40 NA NA NA NA
42   permut41 NA NA NA NA
43   permut42 NA NA NA NA
44   permut43 NA NA NA NA
45   permut44 NA NA NA NA
46   permut45 NA NA NA NA
47   permut46 NA NA NA NA
48   permut47 NA NA NA NA
49   permut48 NA NA NA NA
50   permut49 NA NA NA NA
51   permut50 NA NA NA NA
52   permut51 NA NA NA NA
53   permut52 NA NA NA NA
54   permut53 NA NA NA NA
55   permut54 NA NA NA NA
56   permut55 NA NA NA NA
57   permut56 NA NA NA NA
58   permut57 NA NA NA NA
59   permut58 NA NA NA NA
60   permut59 NA NA NA NA
61   permut60 NA NA NA NA
62   permut61 NA NA NA NA
63   permut62 NA NA NA NA
64   permut63 NA NA NA NA
65   permut64 NA NA NA NA
66   permut65 NA NA NA NA
67   permut66 NA NA NA NA
68   permut67 NA NA NA NA
69   permut68 NA NA NA NA
70   permut69 NA NA NA NA
71   permut70 NA NA NA NA
72   permut71 NA NA NA NA
73   permut72 NA NA NA NA
74   permut73 NA NA NA NA
75   permut74 NA NA NA NA
76   permut75 NA NA NA NA
77   permut76 NA NA NA NA
78   permut77 NA NA NA NA
79   permut78 NA NA NA NA
80   permut79 NA NA NA NA
81   permut80 NA NA NA NA
82   permut81 NA NA NA NA
83   permut82 NA NA NA NA
84   permut83 NA NA NA NA
85   permut84 NA NA NA NA
86   permut85 NA NA NA NA
87   permut86 NA NA NA NA
88   permut87 NA NA NA NA
89   permut88 NA NA NA NA
90   permut89 NA NA NA NA
91   permut90 NA NA NA NA
92   permut91 NA NA NA NA
93   permut92 NA NA NA NA
94   permut93 NA NA NA NA
95   permut94 NA NA NA NA
96   permut95 NA NA NA NA
97   permut96 NA NA NA NA
98   permut97 NA NA NA NA
99   permut98 NA NA NA NA
100  permut99 NA NA NA NA
101 permut100 NA NA NA NA

> permute_Y_matrix(matrix(rnorm(100), 10, 10), nr = 10, nbObsPermut = 3, j = 2)
            [,1]         [,2]        [,3]        [,4]        [,5]       [,6]
 [1,] -0.7729782 -0.900791751 -0.31939381 -0.62795166  0.03768285  0.4856014
 [2,]  2.1499193 -0.735026156  0.08454377 -0.04691673  1.17622012 -0.2657389
 [3,]  0.4958705  0.619283535 -0.62591091  1.29230591 -0.94561794  1.3766098
 [4,] -0.1524106 -0.778997240  0.20637270  0.18367824  1.39742665  0.8538955
 [5,]  1.2339762 -0.006198262 -0.90087086 -0.46355650 -0.66518864 -0.1803943
 [6,]  0.6343621 -0.685706846  0.66372867  0.30546323  0.45203019 -1.5676751
 [7,] -1.3343536 -1.427685784 -0.76847360  0.16261812 -0.55853581  0.1516114
 [8,]  0.7935853 -0.782730275  0.07485682  0.41036345 -0.23026224  0.9618104
 [9,]  0.4120223 -0.279333528  0.30027912 -0.08398871  0.52685567 -0.2607259
[10,] -0.2288958 -0.374800093 -0.48892284  1.77874162  1.76365303  0.4187967
            [,7]         [,8]       [,9]       [,10]
 [1,]  0.3399565  1.646474838 -0.7554640  0.61097114
 [2,]  0.5964251  0.192996186 -0.2639929 -0.04786774
 [3,]  0.6028704  0.007051323  0.4406921 -0.01931896
 [4,]  1.1174865  0.382131608  0.8374551  1.06643034
 [5,] -0.7661688 -2.494835444 -1.2774508 -0.08868545
 [6,] -0.6203265 -0.977296362  1.1771920 -1.59548490
 [7,]  1.8714180 -0.392553554 -0.7524627 -2.39919771
 [8,] -0.2419765 -0.084140473 -1.2613042 -0.71356081
 [9,]  0.7901903  0.628568823  0.9025058  0.85170932
[10,]  1.1849306 -1.093413799 -2.3482903 -0.53624259
> res <- initialize_results(100, 3)
> compute_permutation_stats(res, matrix(rnorm(100), 10, 10),
+ matrix(rnorm(100), 10, 10), j = 2, q = 3, nr = 10)
Warning in matrix(value, n, p) :
  data length [10] is not a sub-multiple or multiple of the number of columns [4]
$RV.YYpermut.values
      dimlabP rep.NA..npermut...1.
1    NoPermut                   NA
2     permut1            0.6321216
3     permut2                   NA
4     permut3                   NA
5     permut4                   NA
6     permut5                   NA
7     permut6                   NA
8     permut7                   NA
9     permut8                   NA
10    permut9                   NA
11   permut10                   NA
12   permut11                   NA
13   permut12                   NA
14   permut13                   NA
15   permut14                   NA
16   permut15                   NA
17   permut16                   NA
18   permut17                   NA
19   permut18                   NA
20   permut19                   NA
21   permut20                   NA
22   permut21                   NA
23   permut22                   NA
24   permut23                   NA
25   permut24                   NA
26   permut25                   NA
27   permut26                   NA
28   permut27                   NA
29   permut28                   NA
30   permut29                   NA
31   permut30                   NA
32   permut31                   NA
33   permut32                   NA
34   permut33                   NA
35   permut34                   NA
36   permut35                   NA
37   permut36                   NA
38   permut37                   NA
39   permut38                   NA
40   permut39                   NA
41   permut40                   NA
42   permut41                   NA
43   permut42                   NA
44   permut43                   NA
45   permut44                   NA
46   permut45                   NA
47   permut46                   NA
48   permut47                   NA
49   permut48                   NA
50   permut49                   NA
51   permut50                   NA
52   permut51                   NA
53   permut52                   NA
54   permut53                   NA
55   permut54                   NA
56   permut55                   NA
57   permut56                   NA
58   permut57                   NA
59   permut58                   NA
60   permut59                   NA
61   permut60                   NA
62   permut61                   NA
63   permut62                   NA
64   permut63                   NA
65   permut64                   NA
66   permut65                   NA
67   permut66                   NA
68   permut67                   NA
69   permut68                   NA
70   permut69                   NA
71   permut70                   NA
72   permut71                   NA
73   permut72                   NA
74   permut73                   NA
75   permut74                   NA
76   permut75                   NA
77   permut76                   NA
78   permut77                   NA
79   permut78                   NA
80   permut79                   NA
81   permut80                   NA
82   permut81                   NA
83   permut82                   NA
84   permut83                   NA
85   permut84                   NA
86   permut85                   NA
87   permut86                   NA
88   permut87                   NA
89   permut88                   NA
90   permut89                   NA
91   permut90                   NA
92   permut91                   NA
93   permut92                   NA
94   permut93                   NA
95   permut94                   NA
96   permut95                   NA
97   permut96                   NA
98   permut97                   NA
99   permut98                   NA
100  permut99                   NA
101 permut100                   NA

$cor.YYpermut.values
      dimlabP        X1         X2          X3
1    NoPermut        NA         NA          NA
2     permut1 0.3202317 -0.4912541 -0.09637866
3     permut2        NA         NA          NA
4     permut3        NA         NA          NA
5     permut4        NA         NA          NA
6     permut5        NA         NA          NA
7     permut6        NA         NA          NA
8     permut7        NA         NA          NA
9     permut8        NA         NA          NA
10    permut9        NA         NA          NA
11   permut10        NA         NA          NA
12   permut11        NA         NA          NA
13   permut12        NA         NA          NA
14   permut13        NA         NA          NA
15   permut14        NA         NA          NA
16   permut15        NA         NA          NA
17   permut16        NA         NA          NA
18   permut17        NA         NA          NA
19   permut18        NA         NA          NA
20   permut19        NA         NA          NA
21   permut20        NA         NA          NA
22   permut21        NA         NA          NA
23   permut22        NA         NA          NA
24   permut23        NA         NA          NA
25   permut24        NA         NA          NA
26   permut25        NA         NA          NA
27   permut26        NA         NA          NA
28   permut27        NA         NA          NA
29   permut28        NA         NA          NA
30   permut29        NA         NA          NA
31   permut30        NA         NA          NA
32   permut31        NA         NA          NA
33   permut32        NA         NA          NA
34   permut33        NA         NA          NA
35   permut34        NA         NA          NA
36   permut35        NA         NA          NA
37   permut36        NA         NA          NA
38   permut37        NA         NA          NA
39   permut38        NA         NA          NA
40   permut39        NA         NA          NA
41   permut40        NA         NA          NA
42   permut41        NA         NA          NA
43   permut42        NA         NA          NA
44   permut43        NA         NA          NA
45   permut44        NA         NA          NA
46   permut45        NA         NA          NA
47   permut46        NA         NA          NA
48   permut47        NA         NA          NA
49   permut48        NA         NA          NA
50   permut49        NA         NA          NA
51   permut50        NA         NA          NA
52   permut51        NA         NA          NA
53   permut52        NA         NA          NA
54   permut53        NA         NA          NA
55   permut54        NA         NA          NA
56   permut55        NA         NA          NA
57   permut56        NA         NA          NA
58   permut57        NA         NA          NA
59   permut58        NA         NA          NA
60   permut59        NA         NA          NA
61   permut60        NA         NA          NA
62   permut61        NA         NA          NA
63   permut62        NA         NA          NA
64   permut63        NA         NA          NA
65   permut64        NA         NA          NA
66   permut65        NA         NA          NA
67   permut66        NA         NA          NA
68   permut67        NA         NA          NA
69   permut68        NA         NA          NA
70   permut69        NA         NA          NA
71   permut70        NA         NA          NA
72   permut71        NA         NA          NA
73   permut72        NA         NA          NA
74   permut73        NA         NA          NA
75   permut74        NA         NA          NA
76   permut75        NA         NA          NA
77   permut76        NA         NA          NA
78   permut77        NA         NA          NA
79   permut78        NA         NA          NA
80   permut79        NA         NA          NA
81   permut80        NA         NA          NA
82   permut81        NA         NA          NA
83   permut82        NA         NA          NA
84   permut83        NA         NA          NA
85   permut84        NA         NA          NA
86   permut85        NA         NA          NA
87   permut86        NA         NA          NA
88   permut87        NA         NA          NA
89   permut88        NA         NA          NA
90   permut89        NA         NA          NA
91   permut90        NA         NA          NA
92   permut91        NA         NA          NA
93   permut92        NA         NA          NA
94   permut93        NA         NA          NA
95   permut94        NA         NA          NA
96   permut95        NA         NA          NA
97   permut96        NA         NA          NA
98   permut97        NA         NA          NA
99   permut98        NA         NA          NA
100  permut99        NA         NA          NA
101 permut100        NA         NA          NA

$prctGlob.Ychange.values
      dimlabP rep.NA..npermut...1.
1    NoPermut                   NA
2     permut1             2.327239
3     permut2                   NA
4     permut3                   NA
5     permut4                   NA
6     permut5                   NA
7     permut6                   NA
8     permut7                   NA
9     permut8                   NA
10    permut9                   NA
11   permut10                   NA
12   permut11                   NA
13   permut12                   NA
14   permut13                   NA
15   permut14                   NA
16   permut15                   NA
17   permut16                   NA
18   permut17                   NA
19   permut18                   NA
20   permut19                   NA
21   permut20                   NA
22   permut21                   NA
23   permut22                   NA
24   permut23                   NA
25   permut24                   NA
26   permut25                   NA
27   permut26                   NA
28   permut27                   NA
29   permut28                   NA
30   permut29                   NA
31   permut30                   NA
32   permut31                   NA
33   permut32                   NA
34   permut33                   NA
35   permut34                   NA
36   permut35                   NA
37   permut36                   NA
38   permut37                   NA
39   permut38                   NA
40   permut39                   NA
41   permut40                   NA
42   permut41                   NA
43   permut42                   NA
44   permut43                   NA
45   permut44                   NA
46   permut45                   NA
47   permut46                   NA
48   permut47                   NA
49   permut48                   NA
50   permut49                   NA
51   permut50                   NA
52   permut51                   NA
53   permut52                   NA
54   permut53                   NA
55   permut54                   NA
56   permut55                   NA
57   permut56                   NA
58   permut57                   NA
59   permut58                   NA
60   permut59                   NA
61   permut60                   NA
62   permut61                   NA
63   permut62                   NA
64   permut63                   NA
65   permut64                   NA
66   permut65                   NA
67   permut66                   NA
68   permut67                   NA
69   permut68                   NA
70   permut69                   NA
71   permut70                   NA
72   permut71                   NA
73   permut72                   NA
74   permut73                   NA
75   permut74                   NA
76   permut75                   NA
77   permut76                   NA
78   permut77                   NA
79   permut78                   NA
80   permut79                   NA
81   permut80                   NA
82   permut81                   NA
83   permut82                   NA
84   permut83                   NA
85   permut84                   NA
86   permut85                   NA
87   permut86                   NA
88   permut87                   NA
89   permut88                   NA
90   permut89                   NA
91   permut90                   NA
92   permut91                   NA
93   permut92                   NA
94   permut93                   NA
95   permut94                   NA
96   permut95                   NA
97   permut96                   NA
98   permut97                   NA
99   permut98                   NA
100  permut99                   NA
101 permut100                   NA

$prct.Ychange.values
      dimlabP X1 X2 X3 X4
1    NoPermut NA NA NA NA
2     permut1  1  1  1  1
3     permut2 NA NA NA NA
4     permut3 NA NA NA NA
5     permut4 NA NA NA NA
6     permut5 NA NA NA NA
7     permut6 NA NA NA NA
8     permut7 NA NA NA NA
9     permut8 NA NA NA NA
10    permut9 NA NA NA NA
11   permut10 NA NA NA NA
12   permut11 NA NA NA NA
13   permut12 NA NA NA NA
14   permut13 NA NA NA NA
15   permut14 NA NA NA NA
16   permut15 NA NA NA NA
17   permut16 NA NA NA NA
18   permut17 NA NA NA NA
19   permut18 NA NA NA NA
20   permut19 NA NA NA NA
21   permut20 NA NA NA NA
22   permut21 NA NA NA NA
23   permut22 NA NA NA NA
24   permut23 NA NA NA NA
25   permut24 NA NA NA NA
26   permut25 NA NA NA NA
27   permut26 NA NA NA NA
28   permut27 NA NA NA NA
29   permut28 NA NA NA NA
30   permut29 NA NA NA NA
31   permut30 NA NA NA NA
32   permut31 NA NA NA NA
33   permut32 NA NA NA NA
34   permut33 NA NA NA NA
35   permut34 NA NA NA NA
36   permut35 NA NA NA NA
37   permut36 NA NA NA NA
38   permut37 NA NA NA NA
39   permut38 NA NA NA NA
40   permut39 NA NA NA NA
41   permut40 NA NA NA NA
42   permut41 NA NA NA NA
43   permut42 NA NA NA NA
44   permut43 NA NA NA NA
45   permut44 NA NA NA NA
46   permut45 NA NA NA NA
47   permut46 NA NA NA NA
48   permut47 NA NA NA NA
49   permut48 NA NA NA NA
50   permut49 NA NA NA NA
51   permut50 NA NA NA NA
52   permut51 NA NA NA NA
53   permut52 NA NA NA NA
54   permut53 NA NA NA NA
55   permut54 NA NA NA NA
56   permut55 NA NA NA NA
57   permut56 NA NA NA NA
58   permut57 NA NA NA NA
59   permut58 NA NA NA NA
60   permut59 NA NA NA NA
61   permut60 NA NA NA NA
62   permut61 NA NA NA NA
63   permut62 NA NA NA NA
64   permut63 NA NA NA NA
65   permut64 NA NA NA NA
66   permut65 NA NA NA NA
67   permut66 NA NA NA NA
68   permut67 NA NA NA NA
69   permut68 NA NA NA NA
70   permut69 NA NA NA NA
71   permut70 NA NA NA NA
72   permut71 NA NA NA NA
73   permut72 NA NA NA NA
74   permut73 NA NA NA NA
75   permut74 NA NA NA NA
76   permut75 NA NA NA NA
77   permut76 NA NA NA NA
78   permut77 NA NA NA NA
79   permut78 NA NA NA NA
80   permut79 NA NA NA NA
81   permut80 NA NA NA NA
82   permut81 NA NA NA NA
83   permut82 NA NA NA NA
84   permut83 NA NA NA NA
85   permut84 NA NA NA NA
86   permut85 NA NA NA NA
87   permut86 NA NA NA NA
88   permut87 NA NA NA NA
89   permut88 NA NA NA NA
90   permut89 NA NA NA NA
91   permut90 NA NA NA NA
92   permut91 NA NA NA NA
93   permut92 NA NA NA NA
94   permut93 NA NA NA NA
95   permut94 NA NA NA NA
96   permut95 NA NA NA NA
97   permut96 NA NA NA NA
98   permut97 NA NA NA NA
99   permut98 NA NA NA NA
100  permut99 NA NA NA NA
101 permut100 NA NA NA NA

> null_errors <- c(0.3, 0.4, 0.35, 0.33)
> CV_error <- 0.32
> compute_pvalue(null_errors, CV_error)
[1] 0.75
> null_errors <- c(0.3, 0.4, 0.35, 0.33)
> compute_IC95(null_errors)
    5%    95% 
0.3045 0.3925 
> library(biomaRt)
> gene_set <- c("IL13", "IL4", "IL5", "IL21")
> mart <- biomaRt::useMart(biomart = "ensembl",
+ dataset = "hsapiens_gene_ensembl")
Error: Your query has been redirected to https://status.ensembl.org indicating this Ensembl service is currently unavailable.
Look at ?useEnsembl for details on how to try a mirror site.
Execution halted
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 1 ERROR
See
  ‘/home/biocbuild/bbs-3.23-bioc/meat/singIST.Rcheck/00check.log’
for details.


Installation output

singIST.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.23-bioc/R/bin/R CMD INSTALL singIST
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.23-bioc/R/site-library’
* installing *source* package ‘singIST’ ...
** this is package ‘singIST’ version ‘0.99.85’
** using staged installation
** R
** 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
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (singIST)

Tests output

singIST.Rcheck/tests/testthat.Rout


R Under development (unstable) (2026-03-05 r89546) -- "Unsuffered Consequences"
Copyright (C) 2026 The R Foundation for Statistical Computing
Platform: x86_64-pc-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.

> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
> 
> library(testthat)
> library(singIST)
> 
> test_check("singIST")
[ FAIL 0 | WARN 0 | SKIP 25 | PASS 12 ]

══ Skipped tests (25) ══════════════════════════════════════════════════════════
• On CRAN (25): 'test-CIP_GIP.R:2:5', 'test-asmbPLSDAcvloo.R:2:5',
  'test-biological_link_function.R:2:5', 'test-celltype_mapping.R:2:5',
  'test-celltype_recap.R:2:5', 'test-derive_contributions.R:2:5',
  'test-derive_scores.R:2:5', 'test-diff_expressed.R:2:5',
  'test-gene_contrib.R:2:5', 'test-hyperparameters.R:2:5',
  'test-mappingorganism.R:2:5', 'test-matrixToBlock.R:2:5',
  'test-multiple_check.R:2:5', 'test-multiple_fitOptimal.R:2:5',
  'test-multiple_singISTrecapitulations.R:2:5', 'test-orthology_mapping.R:2:5',
  'test-pathway.R:2:5', 'test-permut_asmbplsda.R:2:5',
  'test-setGeneSetsCelltype.R:2:5', 'test-singIST_treat.R:2:5',
  'test-singISTrecapitulations.R:2:5', 'test-superpathway_recap.R:2:5',
  'test-superpathwayfitmodel.R:2:5', 'test-superpathwayinput.R:2:5',
  'test-wilcox_CIP_GIP.R:2:5'

[ FAIL 0 | WARN 0 | SKIP 25 | PASS 12 ]
> 
> proc.time()
   user  system elapsed 
 18.772   1.202  19.963 

Example timings

singIST.Rcheck/singIST-Ex.timings

nameusersystemelapsed
CIP_GIP0.0230.0070.029
CIP_GIP_test0.1310.0590.190
Results_comparison_measure000
asmbPLSDA.cv.kcv0.1300.0240.155
asmbPLSDA.cv.loo3.7950.2233.987
biological_link_function0.0530.0620.027
celltype_mapping0.0660.0070.073
celltype_recap0.0220.0000.022
check_hyperparameters0.0550.0210.071
check_mapping_organism0.0030.0000.003
check_pathway000
check_superpathway000
check_superpathway_input0.0020.0010.003
clean_mfa_data0.0010.0010.002
create_fit_model0.0020.0010.003
create_hyperparameters0.0000.0010.001
create_mapping_organism0.0000.0010.001
create_pathway0.0000.0010.001
create_superpathway0.0010.0000.001
create_superpathway_input0.0010.0010.002
derive_contributions0.0220.0000.022
derive_scores0.0200.0020.022
diff_expressed0.5690.0540.623
fitOptimal0.8220.2791.101
fit_mfa_imputer0.0380.0000.038
gene_contrib0.0210.0010.022