Network-Assisted Random Forest+ (NeRF+)

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Documentation for package ‘nerfplus’ version 1.0.0

• DESCRIPTION file
• Package README

Help Pages

example_data	Example dataset for NeRF+ demonstration
fit_network_embedding	Wrapper to fit various network embedding methods
get_feature_importances	Compute feature importances for a NeRF+ model
get_loo	Compute Leave-One-Out (LOO) predictions and parameter changes for a NeRF+ model
interpret_nerfplus	Interpret NeRF+ Model
nerfplus	Fit Network-assisted Random Forest+ (NeRF+)
nerfplus_conformal	Conformal prediction method for NeRF+
nerfplus_cv	Fit Network-assisted Random Forest+ (NeRF+) with Cross-Validation
oos_network_embedding	Out-of-sample network embedding method
predict.nerfplus	Predict method for a NeRF+ model
predict.rnc	Predict method for rnc (regression with network cohesion) objects
rnc	Fit regression with network cohesion
rnc_cv	Fit regression with network cohesion with cross-validation wrapper
run_app	Run Shiny NeRF+ Interpret application