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 publication2016-11-22 09:07:09
MaintainerTakaya Saito <takaya.saito@outlook.com>
LicenseGPL-3
Version0.6.1
http://takayasaito.github.io/precrec, https://github.com/takayasaito/precrec

View on CRAN

Files in this package

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

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