* using log directory ‘/Users/ripley/R/packages/tests-devel/OptimalBinningWoE.Rcheck’
* using R Under development (unstable) (2026-08-22 r90443)
* using platform: aarch64-apple-darwin25.6.0
* R was compiled by
    Apple clang version 21.0.0 (clang-2100.1.1.101)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Tahoe 26.6.2
* using session charset: UTF-8
* current time: 2026-08-23 11:49:37 UTC
* using option ‘--no-stop-on-test-error’
* checking for file ‘OptimalBinningWoE/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘OptimalBinningWoE’ version ‘1.13.3’
* 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 executable files ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘OptimalBinningWoE’ can be installed ... [98s/91s] OK
* used C++ compiler: ‘Apple clang version 21.0.0 (clang-2100.1.1.101)’
* used SDK: ‘MacOSX26.5.sdk’
* checking C++ specification ... INFO
  specified C++17
* 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 use of S3 registration ... 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 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 ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking pragmas in C/C++ headers and code ... OK
* checking compilation flags used ... OK
* checking compiled code ... OK
* 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 ‘testthat.R’ [16s/16s]
 [16s/17s] ERROR
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > # 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(OptimalBinningWoE)
  > 
  > test_check("OptimalBinningWoE")
  Info: Initial number of bins (6) is already <= max_bins (6). Skipping merging phase.
  Info: Initial number of bins (3) is already <= max_bins (3). Skipping merging phase.
  Info: Number of unique categories (60) exceeds max_n_prebins (20). Pre-binning rare categories.
  Info: Pre-binning reduced categories from 60 to 60 initial bins.
  Info: Converged after 1 iterations (divergence change < threshold).
  Info: Number of unique categories (60) exceeds max_n_prebins (20). Pre-binning rare categories.
  Info: Pre-binning reduced categories from 60 to 60 initial bins.
  Info: Converged after 1 iterations (divergence change < threshold).
  Info: Number of unique categories (60) exceeds max_n_prebins (20). Pre-binning rare categories.
  Info: Pre-binning reduced categories from 60 to 60 initial bins.
  Info: Converged after 1 iterations (divergence change < threshold).
  Info: Number of unique categories (60) exceeds max_n_prebins (20). Pre-binning rare categories.
  Info: Pre-binning reduced categories from 60 to 60 initial bins.
  Info: Converged after 1 iterations (divergence change < threshold).
  Info: Number of unique categories (60) exceeds max_n_prebins (20). Pre-binning rare categories.
  Info: Pre-binning reduced categories from 60 to 60 initial bins.
  Info: Converged after 1 iterations (divergence change < threshold).
  Info: Number of unique categories (60) exceeds max_n_prebins (20). Pre-binning rare categories.
  Info: Pre-binning reduced categories from 60 to 60 initial bins.
  Info: Converged after 1 iterations (divergence change < threshold).
  Saving _problems/test-obwoe-sql-567.R
  Info: Initial number of bins (5) is already <= max_bins (5). Skipping merging phase.
  Loading required package: dplyr
  
  Attaching package: 'dplyr'
  
  The following objects are masked from 'package:stats':
  
      filter, lag
  
  The following objects are masked from 'package:base':
  
      intersect, setdiff, setequal, union
  
  
  Attaching package: 'recipes'
  
  The following object is masked from 'package:stats':
  
      step
  
  
  -- Recipe ----------------------------------------------------------------------
  
  -- Inputs 
  Number of variables by role
  outcome:   1
  predictor: 1
  
  -- Operations 
  Optimal Binning WoE (age) [algorithm='tune()']
  [ FAIL 1 | WARN 3 | SKIP 1 | PASS 2034 ]
  
  ══ Skipped tests (1) ═══════════════════════════════════════════════════════════
  • On CRAN (1): 'test-audit-regressions.R:488:3'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Failure ('test-obwoe-sql.R:559:3'): multinomial models require an explicit class ──
  Expected `sql_eval_case_num(cases[["x_woe"]], df$x, "x")` to equal `...[]`.
  Differences:
    `actual[131:137]`: -0.010 -0.051 0.090 -0.010 -0.010 -0.010 -0.051
  `expected[131:137]`: -0.010 -0.051 0.090 -0.051 -0.010 -0.010 -0.051
  
  
  [ FAIL 1 | WARN 3 | SKIP 1 | PASS 2034 ]
  Error:
  ! Test failures.
  Execution halted
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... [12s/12s] OK
* checking PDF version of manual ... OK
* checking HTML version of manual ... OK
* checking for detritus in the temp directory ... OK
* DONE

Status: 1 ERROR
See
  ‘/Users/ripley/R/packages/tests-devel/OptimalBinningWoE.Rcheck/00check.log’
for details.

      180.51 real       160.72 user        22.20 sys