Explainers for Regression Models in HIV Research

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Documentation for package ‘viralx’ version 1.3.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

glob_cr_vis	Global Visualization of SHAP Values for Cubist Rules Model
glob_knn_vis	Global Visualization of SHAP Values for K-Nearest Neighbor Model
glob_nn_vis	Global Visualization of SHAP Values for Neural Network Model
train2	Training Data for Explainability of Models
viralx_knn	Explain K-Nearest Neighbors Model
viralx_knn_glob	Global Explainers for K-Nearest Neighbor Models
viralx_knn_shap	Explain K Nearest Neighbor Model using SHAP values
viralx_knn_vis	Visualize SHAP Values for K-Nearest Neighbor Model
viralx_mars	Explain Multivariate Adaptive Regression Splines Model
viralx_mars_shap	Explain Multivariate Adaptive Regression Splines Using SHAP Values
viralx_mars_vis	Visualize SHAP Values for Multivariate Adaptive Regression Splines Model
viralx_nn	Explain Neural Network Regression Model
viralx_nn_glob	Global Explainers for Neural Network Models
viralx_nn_shap	Explain Neural Network Model Using SHAP Values
viralx_nn_vis	Visualize SHAP Values for Neural Network Model