precrec: Calculate Accurate Precision-Recall and ROC (Receiver Operator Characteristics) Curves

Accurate calculations and visualization of precision-recall and ROC (Receiver Operator Characteristics) curves.

AuthorTakaya Saito [aut, cre], Marc Rehmsmeier [aut]
Date of publication2017-01-18 18:07:40
MaintainerTakaya Saito <takaya.saito@outlook.com>
LicenseGPL-3
Version0.6.2
http://takayasaito.github.io/precrec, https://github.com/takayasaito/precrec

View on CRAN

Functions

as.data.frame Man page
as.data.frame.mmcurves Man page
as.data.frame.mmpoints Man page
as.data.frame.mscurves Man page
as.data.frame.mspoints Man page
as.data.frame.smcurves Man page
as.data.frame.smpoints Man page
as.data.frame.sscurves Man page
as.data.frame.sspoints Man page
auc Man page
auc.aucs Man page
autoplot Man page
autoplot.mmcurves Man page
autoplot.mmpoints Man page
autoplot.mscurves Man page
autoplot.mspoints Man page
autoplot.smcurves Man page
autoplot.smpoints Man page
autoplot.sscurves Man page
autoplot.sspoints Man page
B1000 Man page
B500 Man page
create_sim_samples Man page
evalmod Man page
fortify Man page
fortify.mmcurves Man page
fortify.mmpoints Man page
fortify.mscurves Man page
fortify.mspoints Man page
fortify.smcurves Man page
fortify.smpoints Man page
fortify.sscurves Man page
fortify.sspoints Man page
IB1000 Man page
IB500 Man page
join_labels Man page
join_scores Man page
mmdata Man page
P10N10 Man page
part Man page
part.mmcurves Man page
part.mscurves Man page
part.smcurves Man page
part.sscurves Man page
pauc Man page
pauc.aucs Man page
plot Man page
plot.mmcurves Man page
plot.mmpoints Man page
plot.mscurves Man page
plot.mspoints Man page
plot.smcurves Man page
plot.smpoints Man page
plot.sscurves Man page
plot.sspoints Man page
precrec Man page
precrec-package Man page

Files

precrec
precrec/inst
precrec/inst/CITATION
precrec/inst/doc
precrec/inst/doc/introduction.R
precrec/inst/doc/introduction.html
precrec/inst/doc/introduction.Rmd
precrec/tests
precrec/tests/testthat.R
precrec/tests/testthat
precrec/tests/testthat/test_pl6_1_calc_avg_points.R
precrec/tests/testthat/test_pl2_1_pl_main_rocprc.R
precrec/tests/testthat/test_mm3_1_reformat_data_scores.R
precrec/tests/testthat/test_pl5_2_create_prc.R
precrec/tests/testthat/test_pl5_3_create_curves.R
precrec/tests/testthat/test_pl1_1_pl_main.R
precrec/tests/testthat/test_pl2_1_pl_main_basic.R
precrec/tests/testthat/test_pl6_2_calc_avg_curves.R
precrec/tests/testthat/test_g_plot2_curves.R
precrec/tests/testthat/test_mm1_2_mmdata_mnames.R
precrec/tests/testthat/test_mm2_1_join_datasets.R
precrec/tests/testthat/test_g_fortify3_points.R
precrec/tests/testthat/test_g_print.R
precrec/tests/testthat/test_mm3_3_reformat_data_main.R
precrec/tests/testthat/test_mm3_2_reformat_data_labels.R
precrec/tests/testthat/test_pl5_1_create_roc.R
precrec/tests/testthat/test_g_plot3_points.R
precrec/tests/testthat/test_mm2_3_join_labels.R
precrec/tests/testthat/test_g_autoplot3_points.R
precrec/tests/testthat/test_g_fortify2_curves.R
precrec/tests/testthat/test_g_auc.R
precrec/tests/testthat/test_g_autoplot2_curves.R
precrec/tests/testthat/test_g_autoplot1_pl.R
precrec/tests/testthat/test_g_part.R
precrec/tests/testthat/test_mm1_1_mmdata.R
precrec/tests/testthat/test_mm2_2_join_scores.R
precrec/tests/testthat/test_g_datamatrix2_points.R
precrec/tests/testthat/test_pl3_1_create_confmats.R
precrec/tests/testthat/test_main_evalmod.R
precrec/tests/testthat/test_g_pauc.R
precrec/tests/testthat/test_g_datamatrix1_curves.R
precrec/tests/testthat/test_g_fortify1_pl.R
precrec/tests/testthat/test_pl4_1_calc_measures.R
precrec/src
precrec/src/format_labels.cpp
precrec/src/create_prc_curve.cpp
precrec/src/conv_vec.cpp
precrec/src/calc_basic_measures.cpp
precrec/src/calc_avg_curve.cpp
precrec/src/create_confusion_matrices.cpp
precrec/src/convert_curve_avg_df.cpp
precrec/src/convert_curve_df.cpp
precrec/src/conv_vec.h
precrec/src/get_score_ranks.cpp
precrec/src/calc_avg_point.cpp
precrec/src/create_roc_curve.cpp
precrec/src/calc_auc.cpp
precrec/src/RcppExports.cpp
precrec/NAMESPACE
precrec/NEWS.md
precrec/data
precrec/data/IB1000.rda
precrec/data/B1000.rda
precrec/data/P10N10.rda
precrec/data/IB500.rda
precrec/data/B500.rda
precrec/R
precrec/R/g_plot.R precrec/R/mm3_reformat_data.R precrec/R/etc_utils_validate_args.R precrec/R/etc_utils_dataframe.R precrec/R/pl4_calc_measures.R precrec/R/etc_utils_autoplot.R precrec/R/pl3_create_confmats.R precrec/R/main_evalmod.R precrec/R/g_fortify.R precrec/R/pl5_create_curves.R precrec/R/g_autoplot.R precrec/R/pl2_pipeline_main_basic.R precrec/R/g_dataframe.R precrec/R/mm2_join_data.R precrec/R/etc_utils_fortify.R precrec/R/g_part.R precrec/R/mm1_create_mmdat.R precrec/R/RcppExports.R precrec/R/etc_create_samples.R precrec/R/pl2_pipeline_main_rocprc.R precrec/R/g_pauc.R precrec/R/precrec.R precrec/R/g_print.R precrec/R/etc_utils.R precrec/R/pl1_pipeline_main.R precrec/R/pl6_calc_average.R precrec/R/etc_utils_plot.R precrec/R/g_auc.R precrec/R/etc_utils_validate_obj.R
precrec/vignettes
precrec/vignettes/introduction.Rmd
precrec/README.md
precrec/MD5
precrec/build
precrec/build/vignette.rds
precrec/DESCRIPTION
precrec/man
precrec/man/fortify.Rd precrec/man/B500.Rd precrec/man/mmdata.Rd precrec/man/IB1000.Rd precrec/man/as.data.frame.Rd precrec/man/B1000.Rd precrec/man/join_scores.Rd precrec/man/auc.Rd precrec/man/autoplot.Rd precrec/man/part.Rd precrec/man/pauc.Rd precrec/man/P10N10.Rd precrec/man/precrec.Rd precrec/man/create_sim_samples.Rd precrec/man/plot.Rd precrec/man/join_labels.Rd precrec/man/evalmod.Rd precrec/man/IB500.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.