Files in bennysalo/predict-recidivism

Analyses for prediction of recidivism in Finnish data using supervised learning

.Rbuildignore

.gitignore

DESCRIPTION

NAMESPACE

R/calc_d_from_AUC.R R/calc_d_from_R2.R R/calc_logit_from_p.R R/calc_p_from_logit.R R/data.R R/imports.R R/null_logLoss.R R/write_formula.R README.md computational_details.pdf

data-raw/.gitignore

data-raw/00_About_data_raw.md data-raw/01_analyzed_data.md data-raw/02_variable_table.md data-raw/02b_descriptives.md data-raw/03_model_grid.md data-raw/04_trainControl.md data-raw/05a3_trained_mods_glm.md data-raw/05a4_trained_mods_glm_4.md data-raw/05b0_glmnet_grid.md data-raw/05b1_trained_mods_glmnet_1.md data-raw/05b1b_qual_tunes_glmnet.md data-raw/05b2_trained_mods_glmnet_2.md data-raw/05b2b_best_tunes_glmnet.md data-raw/05b3_trained_mods_glmnet_3.md data-raw/05b4_trained_mods_glmnet_4.md data-raw/05c0_rf_grid.md data-raw/05c2_trained_mods_rf_2.md data-raw/05c2b_best_tunes_rf.md data-raw/05c3_trained_mods_rf_3.md data-raw/05c4_trained_mods_rf_4.md data-raw/05d_combine_models.md data-raw/06_model_perfs_training_set.md data-raw/07_test_set_predictions.md

data-raw/figure/unnamed-chunk-6-1.png

data-raw/figure/unnamed-chunk-6-2.png

data/best_tunes_glmnet.rda

data/best_tunes_rf.rda

data/descriptive_stats_cat.rda

data/descriptive_stats_num.rda

data/glmnet_grid.rda

data/model_grid.rda

data/model_names_main.rda

data/model_perfs_training_set1000.rda

data/predset_rita.rda

data/predset_static.rda

data/predset_term.rda

data/qual_tunes_glmnet.rda

data/rf_grid.rda

data/test_set_predictions.rda

data/tune_params_2.rda

data/variable_table.rda

man/calc_d_from_AUC.Rd man/calc_d_from_R2.Rd man/calc_logit_from_p.Rd man/calc_p_from_logit.Rd man/descriptive_stats_cat.Rd man/descriptive_stats_num.Rd man/model_perfs_training_set1000.Rd man/variable_table.Rd table_1_desciptive_statistics.md tests/testthat.R tests/testthat/test_calc_d_from_R2.R tests/testthat/test_calc_logit_from_p.R

vignettes/.gitignore

vignettes/descriptive-statistics.Rmd

vignettes/descriptive-statistics.html

vignettes/descriptive-statistics.md

vignettes/descriptive-statistics_files/figure-markdown_github/unnamed-chunk-3-1.png

vignettes/descriptive-statistics_files/figure-markdown_github/unnamed-chunk-3-2.png

vignettes/figure1-discrimination.Rmd vignettes/figure1-discrimination.md

vignettes/figure1-discrimination_files/figure-markdown_github/unnamed-chunk-9-1.png

vignettes/figure2-calibration.Rmd vignettes/figure2-calibration.md

vignettes/figure2-calibration_files/figure-markdown_github/unnamed-chunk-10-1.png

vignettes/table2-incremental-validity.Rmd vignettes/table2-incremental-validity.md vignettes/table2-pseudo-r2.Rmd vignettes/table2-pseudo-r2.md vignettes/table3-discrimination.Rmd vignettes/table3-discrimination.md vignettes/table_1_desciptive_statistics.Rmd vignettes/table_1_desciptive_statistics.md

bennysalo/predict-recidivism documentation built on May 29, 2019, 10:34 a.m.