Validation Report - creditmodel@1.3.1
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 creditmodel
Metric based risk assessment
The following metrics are derived from the riskmetric R package.
| has_news | 1 |
| news_current | TRUE |
| exported_namespace | 181 |
| has_vignettes | 2 |
| export_help | 181 |
| has_website | FALSE |
| has_maintainer | Dongping Fan fdp@pku.edu.cn |
| bugs_status | package DESCRIPTION does not have a BugReports field |
| has_bug_reports_url | 0 |
| downloads_1yr | 7472 |
| reverse_dependencies | 0 |
| has_examples | 0.9776119 |
| dependencies | 9 |
| license | AGPL-3 |
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 | data.table | Imports |
| 2 | dplyr | Imports |
| 3 | ggplot2 | Imports |
| 4 | foreach | Imports |
| 5 | doParallel | Imports |
| 6 | glmnet | Imports |
| 7 | rpart | Imports |
| 8 | cli | Imports |
| 9 | xgboost | Imports |
Package dependencies
Reverse dependencies
Overall the package has 0 reverse dependencies:
Namespace
Overall the package has 181 exported objects. 179 are documented:
%alike% %islike%
FALSE FALSE
add_variable_process address_varieble
TRUE TRUE
analysis_nas analysis_outliers
TRUE TRUE
as_percent auc_value
TRUE TRUE
avg_x char_cor
TRUE TRUE
char_cor_vars char_to_num
TRUE TRUE
checking_data city_varieble
TRUE TRUE
city_varieble_process cnt_x
TRUE TRUE
cohort_plot cohort_table_plot
TRUE TRUE
colAllnas colAllzeros
TRUE TRUE
colMaxMins color_ramp_palette
TRUE TRUE
colSds cor_heat_plot
TRUE TRUE
cor_plot cos_sim
TRUE TRUE
customer_segmentation cut_equal
TRUE TRUE
cv_split data_cleansing
TRUE TRUE
data_exploration date_cut
TRUE TRUE
de_one_hot_encoding de_percent
TRUE TRUE
derived_interval derived_partial_acf
TRUE TRUE
derived_pct derived_ts
TRUE TRUE
derived_ts_vars digits_num
TRUE TRUE
entropy_weight entry_rate_na
TRUE TRUE
euclid_dist fast_high_cor_filter
TRUE TRUE
feature_selector fuzzy_cluster
TRUE TRUE
fuzzy_cluster_means gather_data
TRUE TRUE
gbm_filter gbm_params
TRUE TRUE
get_auc_ks_lambda get_bins_table
TRUE TRUE
get_bins_table_all get_breaks
TRUE TRUE
get_breaks_all get_correlation_group
TRUE TRUE
get_iv get_iv_all
TRUE TRUE
get_logistic_coef get_median
TRUE TRUE
get_names get_nas_random
TRUE TRUE
get_partial_dependence_plots get_psi
TRUE TRUE
get_psi_all get_psi_iv
TRUE TRUE
get_psi_iv_all get_psi_plots
TRUE TRUE
get_score_card get_shadow_nas
TRUE TRUE
get_sim_sign_lambda get_tree_breaks
TRUE TRUE
get_x_list high_cor_filter
TRUE TRUE
high_cor_selector is_date
TRUE TRUE
knn_nas_imp ks_plot
TRUE TRUE
ks_psi_plot ks_table
TRUE TRUE
ks_table_plot ks_value
TRUE TRUE
lasso_filter lift_plot
TRUE TRUE
lift_value local_outlier_factor
TRUE TRUE
log_trans log_vars
TRUE TRUE
loop_function love_color
TRUE TRUE
low_variance_filter lr_params
TRUE TRUE
lr_params_search lr_vif
TRUE TRUE
max_min_norm max_x
TRUE TRUE
merge_category min_max_norm
TRUE TRUE
min_x model_key_index
TRUE TRUE
model_result_plot multi_grid
TRUE TRUE
multi_left_join n_char
TRUE TRUE
null_blank_na one_hot_encoding
TRUE TRUE
outliers_detection outliers_kmeans_lof
TRUE TRUE
p_to_score partial_dependence_plot
TRUE TRUE
PCA_reduce perf_table
TRUE TRUE
plot_colors plot_oot_perf
TRUE TRUE
plot_table plot_theme
TRUE TRUE
pred_score process_nas
TRUE TRUE
process_nas_var process_outliers
TRUE TRUE
psi_iv_filter psi_plot
TRUE TRUE
quick_as_df ranking_percent_dict
TRUE TRUE
ranking_percent_dict_x ranking_percent_proc
TRUE TRUE
ranking_percent_proc_x re_code
TRUE TRUE
re_name read_data
TRUE TRUE
reduce_high_cor_filter remove_duplicated
TRUE TRUE
replace_value replace_value_x
TRUE TRUE
require_packages rf_params
TRUE TRUE
roc_plot rowAll
TRUE TRUE
rowAllnas rowAny
TRUE TRUE
rowCVs rowMaxMins
TRUE TRUE
rowMaxs rowMins
TRUE TRUE
rowSds save_data
TRUE TRUE
score_distribution_plot score_transfer
TRUE TRUE
select_best_breaks select_best_class
TRUE TRUE
select_cor_group select_cor_list
TRUE TRUE
sim_str split_bins
TRUE TRUE
split_bins_all sql_hive_text_parse
TRUE TRUE
start_parallel_computing stop_parallel_computing
TRUE TRUE
str_match sum_table
TRUE TRUE
sum_x term_filter
TRUE TRUE
term_idf term_tfidf
TRUE TRUE
time_series_proc time_transfer
TRUE TRUE
time_variable time_vars_process
TRUE TRUE
tnr_value train_lr
TRUE TRUE
train_test_split train_xgb
TRUE TRUE
training_model var_group_proc
TRUE TRUE
variable_process woe_trans
TRUE TRUE
woe_trans_all xgb_data
TRUE TRUE
xgb_filter xgb_params
TRUE TRUE
xgb_params_search
TRUE Examples
There are 131 help pages with examples, from 134 (97.76 %).
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 | 2025-02-17 04:19:09 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
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xz
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libdeflate
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PCRE
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ICU
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TRE
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iconv
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readline
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BLAS
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libpng jpeg libtiff
"1.6.43" "8.0" "LIBTIFF, Version 4.5.1" Numerical characteristics of the machine:
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double.xmax double.base double.digits
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double.rounding double.guard double.ulp.digits
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double.neg.ulp.digits double.exponent double.min.exp
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double.max.exp integer.max sizeof.long
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sizeof.longlong sizeof.longdouble sizeof.pointer
8.000000e+00 1.600000e+01 8.000000e+00
sizeof.time_t longdouble.eps longdouble.neg.eps
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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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