Explainers for Regression Models in HIV Research

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Documentation for package ‘viralx’ version 1.3.0

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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