API for PheCAP
High-Throughput Phenotyping with EHR using a Common Automated Pipeline

Global functions
PheCAP Man page
PheCAP-package Man page
PhecapData Man page Source code
PhecapSurrogate Man page Source code
ROC.Est.FUN Source code
S.FUN Source code
Sinv.FUN Source code
VTM Source code
ehr_data Man page
fit_alasso_bic Source code
fit_alasso_cv Source code
fit_lasso_bic Source code
fit_lasso_cv Source code
fit_multiple Source code
fit_plain Source code
fit_rf Source code
fit_ridge_cv Source code
fit_svm Source code
fit_xgb Source code
get_auc Source code
get_roc Source code
phecap_check_surrogates Source code
phecap_generate_dictionary_file Man page Source code
phecap_generate_feature_matrix Source code
phecap_get_roc_auc_with_splits Source code
phecap_impose_dropout Source code
phecap_perform_majority_voting Man page Source code
phecap_plot_roc_curves Man page
phecap_predict_phenotype Man page Source code
phecap_read_or_set_frame Source code
phecap_restore_rng_seed Source code
phecap_run_feature_extraction Man page Source code
phecap_set_rng_seed Source code
phecap_train_phenotyping_model Man page Source code
phecap_validate_phenotyping_model Man page Source code
predict_linear Source code
predict_multiple Source code
predict_rf Source code
predict_svm Source code
predict_xgb Source code
print.PhecapData Source code
print.PhecapFeatureExtraction Source code
print.PhecapModel Source code
print.PhecapValidation Source code
sum.I Source code
PheCAP documentation built on Sept. 17, 2020, 5:07 p.m.