Package: dtGAP 0.0.2

dtGAP: Supervised Generalized Association Plots Based on Decision Trees

Enhances decision tree visualization by incorporating Generalized Association Plots (GAP) through matrix-based visualizations including confusion matrix maps, decision tree matrix maps, and predicted class membership maps based on supervised correlation and distance metrics.

Authors:Chia-Yu Chang [aut], Chun-houh Chen [aut], Han-Ming Wu [cre, aut]

dtGAP_0.0.2.tar.gz
dtGAP_0.0.2.zip(r-4.7)dtGAP_0.0.2.zip(r-4.6)dtGAP_0.0.2.zip(r-4.5)
dtGAP_0.0.2.tgz(r-4.6-any)dtGAP_0.0.2.tgz(r-4.5-any)
dtGAP_0.0.2.tar.gz(r-4.7-any)dtGAP_0.0.2.tar.gz(r-4.6-any)
dtGAP_0.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dtGAP/json (API)

# Install 'dtGAP' in R:
install.packages('dtGAP', repos = c('https://hanmingwu1103.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hanmingwu1103/dtgap/issues

Datasets:
  • diabetes - Diabetes patient records.
  • galaxy - Galaxy dataset for regression.
  • penguins - Data of three different species of penguins.
  • Psychosis_Disorder - Psychosis Disorder Data
  • test_covid - External test dataset. Medical information of Wuhan patients collected between 2020-01-10 and 2020-02-18.
  • train_covid - Training dataset. Medical information of Wuhan patients collected between 2020-01-10 and 2020-02-18. Containing NAs.
  • wine - Results of a chemical analysis of wines grown in a specific area of Italy.
  • wine_quality_red - Red variant of the Portuguese "Vinho Verde" wine.

On CRAN:

Conda:

2.70 score 1 stars 1 scripts 174 downloads 22 exports 108 dependencies

Last updated from:07d7ba9062. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK208
source / vignettesOK292
linux-release-x86_64OK235
macos-release-arm64OK130
macos-oldrel-arm64OK183
windows-develOK195
windows-releaseOK164
windows-oldrelOK166
wasm-releaseOK142

Exports:add_data_typecol_htcompare_dtGAPcompute_layoutcompute_treedraw_alldtGAPeval_treegenerate_legend_bundleget_split_vecmake_main_heatmapprediction_annotationprepare_featuresprepare_treerf_dtGAPrf_summaryrow_prop_annosave_dtGAPscale_normsorted_mattrain_rftrain_tree

Dependencies:backportsBiocGenericsC50cacaretcheckmatecirclizeclasscliclockclueclustercodetoolscolorspaceComplexHeatmapcpp11crayonCubistdata.tablediagramdigestdoParalleldplyre1071farverforeachFormulafuturefuture.applygclusgenericsGetoptLongggpartyggplot2GlobalOptionsglobalsgluegowergtablehardhatinumipredIRangesisobanditeratorsKernSmoothlabelinglatticelavalibcoinlifecyclelistenvlubridatemagrittrMASSMatrixmatrixStatsmgcvModelMetricsmvtnormnlmennetnumDerivparallellypartykitpermutepillarpkgconfigplyrpngpROCprodlimprogressrproxypurrrqapR6RColorBrewerRcpprecipesregistryreshape2rjsonrlangrpartS4VectorsS7scalesseriationshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDateTSPtzdbutf8vctrsveganviridisLitewithryardstick