All functions

alzheimers

Alzheimer's Disease Dataset

clusterpro()

ClusterPro for Unsupervised Data Visualization

cv.varpro()

Cross-Validated Cutoff Value for Variable Priority (VarPro)

glioma

Diffuse Adult Glioma

importance()

Calculate VarPro Importance

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(<clusterpro>)

Plots for Unsupervised Data Visualization

plot(<partialpro>)

Partial Plots for VarPro

predict(<isopro>)

Prediction for Isopro for Identifying Anomalous 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