All functions

audit()

Create modelAudit object

auditorData

auditorData

modelEvaluation()

Create Model Evaluation explainer

modelFit()

Create Model Fit explainer

modelPerformance()

Create Model Performance Explainer

modelResiduals()

Create Model Residuals explainer

observationInfluence()

Create Observation Influence Explainer

plot(<modelAudit>) plot(<modelFit>) plot(<modelPerformance>) plot(<modelResiduals>) plot(<observationInfluence>)

Model diagnostic plots

plotACF()

Autocorrelation Function Plot

plotAutocorrelation()

Autocorrelation Plot

plotCooksDistance()

Influence of observations plot

plotHalfNormal()

Half-Normal plot

plotLIFT()

LIFT

plotModelCorrelation()

Model Correlation Plot

plotModelPCA()

Principal Component Analysis of models

plotModelRanking()

Model Ranking Plot

plotPrediction()

Predicted response vs Observed or Variable Values

plotREC()

Regression Error Characteristic Curves (REC)

plotResidual()

Plot Residuals vs Observed, Fitted or Variable Values

plotResidualBoxplot()

Plot Boxplots of Residuals

plotResidualDensity()

Residual Density Plot

plotROC()

Receiver Operating Characteristic (ROC)

plotRROC()

Regression Receiver Operating Characteristic (RROC)

plotScaleLocation()

Scale location plot

plotTwoSidedECDF()

Two-sided Cumulative Distribution Function

score()

Model Scores computations

scoreCooksDistance()

Score based on Cooks Distance

scoreDW()

Durbin-Watson Score

scoreHalfNormal()

Half-Normal Score

scoreMAE()

Mean Absolute Error

scoreMSE()

Mean Square Error

scorePeak()

Peak Score

scoreREC()

Area Over the Curve for REC Curves

scoreRMSE()

Root Mean Square Error

scoreROC()

Area Under ROC Curve (AUC)

scoreRROC()

Area Over the Curve for RROC Curves

scoreRuns()

Runs Score