All functions

alzheimers

Alzheimer's Disease Dataset

cv.varpro()

Cross-Validated Cutoff Value for Variable Priority (VarPro)

glioma

Diffuse Adult Glioma

hrrecov

Exercise Heart Rate Recovery and Mortality

importance()

Calculate Importance for VarPro and UVarPro Objects

isopro()

Identify Anomalous Data

ivarpro()

Individual Variable Priority (iVarPro): Case-Specific Variable Importance

outpro() outpro.null()

Model and subsapce aware out-of-distribution (OOD) scoring with outPro

partialpro()

Partial Effects for Variable(s)

plot(<ivarpro>)

Plot iVarPro Gradients for a Single Variable

plot(<partialpro>)

Plot method for partialpro objects

predict(<isopro>)

Prediction for Isopro for Identifying Anomalous Data

predict(<ivarpro>)

Predict iVarPro Gradients on New Data

predict(<uvarpro>)

Prediction on Test Data using Unsupervised VarPro

predict(<varpro>)

Prediction on Test Data using VarPro

uvarpro()

Unsupervised Variable Selection using Variable Priority (UVarPro)

varpro()

Model-Independent Variable Selection via the Rule-based Variable Priority (VarPro)

varpro.news()

Show the NEWS file

varpro.strength()

Obtain Strength Array and Other Values from a VarPro Object