Model-Independent Variable Selection via the Rule-Based Variable Priority

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Documentation for package ‘varPro’ version 1.0.0

Help Pages

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
importance.varpro Calculate VarPro Importance
isopro Identify Anomalous Data
ivarpro Individual Variable Priority (iVarPro): Case-Specific Variable Importance
outpro Model and subsapce aware out-of-distribution (OOD) scoring with 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