Validation Report - dials@1.4.0
Context
This report is fully automated and builds on rhub/ref-image image. Documents the installation of this package on an open source R environment, focusing on:
- Installation environment description
- Testing coverage
It is limited to assess whether unit tests and documentation are present and can execute without error. An assessment would be required that the tests and documentation are meaningful.
Package dials
Metric based risk assessment
The following metrics are derived from the riskmetric R package.
| has_news | 1 |
| news_current | TRUE |
| exported_namespace | 166 |
| has_vignettes | 2 |
| export_help | 166 |
| has_website | TRUE |
| has_maintainer | Hannah Frick hannah@posit.co |
| bugs_status | subscript out of bounds |
| has_source_control | https://github.com/tidymodels/dials |
| has_bug_reports_url | 1 |
| downloads_1yr | 350080 |
| reverse_dependencies | 34 |
| has_examples | 0.9876543 |
| dependencies | 15 |
| license | MIT + file LICENSE |
Package general assessment: Coverage, check results, size, download the last year, reverse dependencies and number of dependencies.
Dependencies
Overall the package has these dependencies:
| package | type | |
|---|---|---|
| 1 | scales (>= 1.3.0) | Depends |
| 2 | cli | Imports |
| 3 | DiceDesign | Imports |
| 4 | dplyr (>= 0.8.5) | Imports |
| 5 | glue | Imports |
| 6 | hardhat (>= 1.1.0) | Imports |
| 7 | lifecycle | Imports |
| 8 | pillar | Imports |
| 9 | purrr | Imports |
| 10 | rlang (>= 1.1.0) | Imports |
| 11 | sfd | Imports |
| 12 | tibble | Imports |
| 13 | utils | Imports |
| 14 | vctrs (>= 0.3.8) | Imports |
| 15 | withr | Imports |
Package dependencies
Reverse dependencies
Overall the package has 34 reverse dependencies:
agua, autostats, baguette, bonsai, censored, discrim, embed, fastml, finetune, finnts, flipr, healthyR.ai, healthyR.ts, ldmppr, MachineShop, modeltime, modeltime.ensemble, modeltime.resample, parsnip, recipes, rules, shapr, tabnet, textrecipes, themis, tidyclust, tidydann, tidyfit, tidymodels, tidysdm, tune, viralmodels, workflows, workflowsets
Namespace
Overall the package has 166 exported objects. 166 are documented:
activation activation_2
TRUE TRUE
adjust_deg_free all_neighbors
TRUE TRUE
batch_size buffer
TRUE TRUE
class_weights conditional_min_criterion
TRUE TRUE
conditional_test_statistic conditional_test_type
TRUE TRUE
confidence_factor cost
TRUE TRUE
cost_complexity deg_free
TRUE TRUE
degree degree_int
TRUE TRUE
diagonal_covariance dist_power
TRUE TRUE
dropout encode_unit
TRUE TRUE
epochs extract_parameter_dials
TRUE TRUE
extrapolation finalize
TRUE TRUE
freq_cut fuzzy_thresholding
TRUE TRUE
get_batch_sizes get_log_p
TRUE TRUE
get_n get_n_frac
TRUE TRUE
get_n_frac_range get_p
TRUE TRUE
get_rbf_range grid_latin_hypercube
TRUE TRUE
grid_max_entropy grid_random
TRUE TRUE
grid_regular grid_space_filling
TRUE TRUE
harmonic_frequency has_unknowns
TRUE TRUE
hidden_units hidden_units_2
TRUE TRUE
initial_umap is_unknown
TRUE TRUE
kernel_offset Laplace
TRUE TRUE
learn_rate loss_reduction
TRUE TRUE
lower_limit lower_quantile
TRUE TRUE
max_nodes max_num_terms
TRUE TRUE
max_rules max_times
TRUE TRUE
max_tokens min_dist
TRUE TRUE
min_n min_times
TRUE TRUE
min_unique mixture
TRUE TRUE
momentum mtry
TRUE TRUE
mtry_long mtry_prop
TRUE TRUE
neighbors new_qual_param
TRUE TRUE
new_quant_param no_global_pruning
TRUE TRUE
num_breaks num_clusters
TRUE TRUE
num_comp num_hash
TRUE TRUE
num_knots num_leaves
TRUE TRUE
num_random_splits num_runs
TRUE TRUE
num_terms num_tokens
TRUE TRUE
over_ratio parameters
TRUE TRUE
parameters_constr penalty
TRUE TRUE
penalty_L1 penalty_L2
TRUE TRUE
predictor_prop predictor_winnowing
TRUE TRUE
prior_mixture_threshold prior_outcome_range
TRUE TRUE
prior_slab_dispersion prior_terminal_node_coef
TRUE TRUE
prior_terminal_node_expo prod_degree
TRUE TRUE
prune prune_method
TRUE TRUE
range_get range_set
TRUE TRUE
range_validate ranger_class_rules
TRUE TRUE
ranger_reg_rules ranger_split_rules
TRUE TRUE
rate_decay rate_initial
TRUE TRUE
rate_largest rate_reduction
TRUE TRUE
rate_schedule rate_step_size
TRUE TRUE
rate_steps rbf_sigma
TRUE TRUE
regularization_factor regularization_method
TRUE TRUE
regularize_depth rule_bands
TRUE TRUE
sample_prop sample_size
TRUE TRUE
scale_factor scale_pos_weight
TRUE TRUE
select_features shrinkage_correlation
TRUE TRUE
shrinkage_frequencies shrinkage_variance
TRUE TRUE
signed_hash significance_threshold
TRUE TRUE
smoothness spline_degree
TRUE TRUE
splitting_rule stop_iter
TRUE TRUE
summary_stat surv_dist
TRUE TRUE
survival_link svm_margin
TRUE TRUE
target_weight threshold
TRUE TRUE
token tree_depth
TRUE TRUE
trees trim_amount
TRUE TRUE
unbiased_rules under_ratio
TRUE TRUE
unique_cut unknown
TRUE TRUE
upper_limit validation_set_prop
TRUE TRUE
value_inverse value_sample
TRUE TRUE
value_seq value_set
TRUE TRUE
value_transform value_validate
TRUE TRUE
values_activation values_initial_umap
TRUE TRUE
values_prune_method values_regularization_method
TRUE TRUE
values_scheduler values_summary_stat
TRUE TRUE
values_surv_dist values_survival_link
TRUE TRUE
values_test_statistic values_test_type
TRUE TRUE
values_token values_weight_func
TRUE TRUE
values_weight_scheme vocabulary_size
TRUE TRUE
weight weight_func
TRUE TRUE
weight_scheme window_size
TRUE TRUE Examples
There are 80 help pages with examples, from 81 (98.77 %).
NEWS
The package has NEWS file and it is current.
License
The package uses .
Installation environment
System Info
| Field | Value |
|---|---|
| Image | rhub/ref-image |
| OS | Ubuntu 24.04.1 LTS |
| Platform | x86_64-pc-linux-gnu |
| System | x86_64, linux-gnu |
| Execution Time | 2025-02-18 03:59:07 UTC |
System information. Table about the system used to check the package.
R Session Info
Information about the R environment and capabilities:
R version 4.4.2 (2024-10-31)
Platform: x86_64-pc-linux-gnu
Running under: Ubuntu 24.04.1 LTS
Matrix products: default
BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so; LAPACK version 3.12.0
locale:
[1] LC_CTYPE=C.UTF-8 LC_NUMERIC=C LC_TIME=C.UTF-8
[4] LC_COLLATE=C.UTF-8 LC_MONETARY=C.UTF-8 LC_MESSAGES=C.UTF-8
[7] LC_PAPER=C.UTF-8 LC_NAME=C LC_ADDRESS=C
[10] LC_TELEPHONE=C LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C
time zone: UTC
tzcode source: system (glibc)
attached base packages:
[1] tools stats graphics grDevices utils datasets methods
[8] base
loaded via a namespace (and not attached):
[1] riskreports_0.0.0.9003 compiler_4.4.2 fastmap_1.2.0
[4] cli_3.6.4 htmltools_0.5.8.1 yaml_2.3.10
[7] rmarkdown_2.29 knitr_1.49 jsonlite_1.8.9
[10] xfun_0.50 digest_0.6.37 rlang_1.1.5
[13] evaluate_1.0.3 Platform used:
OS.type file.sep dynlib.ext GUI endian pkgType path.sep
"unix" "/" ".so" "X11" "little" "source" ":"
r_arch
"" R’s capabilities:
jpeg png tiff tcltk X11 aqua
TRUE TRUE TRUE TRUE FALSE FALSE
http/ftp sockets libxml fifo cledit iconv
TRUE TRUE FALSE TRUE FALSE TRUE
NLS Rprof profmem cairo ICU long.double
TRUE TRUE TRUE TRUE TRUE TRUE
libcurl
TRUE External software:
zlib
"1.3"
bzlib
"1.0.8, 13-Jul-2019"
xz
"5.4.5"
libdeflate
"1.19"
PCRE
"10.42 2022-12-11"
ICU
"74.2"
TRE
"TRE 0.8.0 R_fixes (BSD)"
iconv
"glibc 2.39"
readline
"8.2"
BLAS
"/usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3" Graphics external software:
cairo cairoFT pango
"1.18.0" "" "1.52.1"
libpng jpeg libtiff
"1.6.43" "8.0" "LIBTIFF, Version 4.5.1" Numerical characteristics of the machine:
double.eps double.neg.eps double.xmin
2.220446e-16 1.110223e-16 2.225074e-308
double.xmax double.base double.digits
1.797693e+308 2.000000e+00 5.300000e+01
double.rounding double.guard double.ulp.digits
5.000000e+00 0.000000e+00 -5.200000e+01
double.neg.ulp.digits double.exponent double.min.exp
-5.300000e+01 1.100000e+01 -1.022000e+03
double.max.exp integer.max sizeof.long
1.024000e+03 2.147484e+09 8.000000e+00
sizeof.longlong sizeof.longdouble sizeof.pointer
8.000000e+00 1.600000e+01 8.000000e+00
sizeof.time_t longdouble.eps longdouble.neg.eps
8.000000e+00 1.084202e-19 5.421011e-20
longdouble.digits longdouble.rounding longdouble.guard
6.400000e+01 5.000000e+00 0.000000e+00
longdouble.ulp.digits longdouble.neg.ulp.digits longdouble.exponent
-6.300000e+01 -6.400000e+01 1.500000e+01
longdouble.min.exp longdouble.max.exp
-1.638200e+04 1.638400e+04 Random number generation process:
[1] "Mersenne-Twister" "Inversion" "Rejection" Information about the environment
Environmental and options variables affect how package checks and software in it might behave. Here is the environmental variables when running this report
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FALSE
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PERFLOG_LOCATION_SETTING
RUNNER_PERFLOG
PHARMAPKGS_EXCLUDED_METRICS
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PKGCACHE_HTTP_VERSION 2
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USER runner
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$bitmapType
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$browser
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$callr.condition_handler_cli_message
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<bytecode: 0x557acc968910>
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