Function reference • auditor

Computational functions functions creating tidy data frames from DALEX explainers according to specific objectives
`model_cooksdistance()` `observationInfluence()`	Cook's distances
`model_evaluation()` `modelEvaluation()`	Create model evaluation explanation
`model_halfnormal()` `modelFit()`	Create Halfnormal Explanation
`model_performance()` `modelPerformance()`	Create Model Performance Explanation
`model_residual()` `modelResiduals()`	Create Model Residuals Explanation
Plots ploting functions
`plot_acf()` `plotACF()`	Autocorrelation Function Plot
`plotD3_acf()` `plotD3ACF()`	Plot Autocorrelation Function in D3 with r2d3 package.
`plot_autocorrelation()` `plotAutocorrelation()`	Autocorrelation of Residuals Plot
`plotD3_autocorrelation()` `plotD3Autocorrelation()`	Autocorrelation Plot in D3 with r2d3 package.
`plot_cooksdistance()` `plotCooksDistance()`	Influence of Observations Plot
`plotD3_cooksdistance()` `plotD3CooksDistance()`	Influence of observations Plot in D3 with r2d3 package.
`plot_correlation()` `plotModelCorrelation()`	Correlation of Model's Residuals Plot
`plot_halfnormal()` `plotHalfNormal()`	Half-Normal plot
`plotD3_halfnormal()` `plotD3HalfNormal()`	Plot Half-Normal in D3 with r2d3 package.
`plot_lift()` `plotLIFT()`	LIFT Chart
`plotD3_lift()` `plotD3LIFT()`	Plot LIFT in D3 with r2d3 package.
`plot_pca()` `plotModelPCA()`	Principal Component Analysis of models
`plot_prediction()` `plotPrediction()`	Predicted response vs Observed or Variable Values
`plotD3_prediction()` `plotD3Prediction()`	Plot Prediction vs Target, Observed or Variable Values in D3 with r2d3 package.
`plot_radar()` `plotModelRanking()`	Model Ranking Plot
`plot_rec()` `plotREC()`	Regression Error Characteristic Curves (REC)
`plotD3_rec()` `plotD3REC()`	Regression Error Characteristic Curves (REC) in D3 with r2d3 package.
`plot_residual()` `plotResidual()`	Plot Residuals vs Observed, Fitted or Variable Values
`plotD3_residual()` `plotD3Residual()`	Plot Residuals vs Observed, Fitted or Variable Values in D3 with r2d3 package.
`plot_residual_boxplot()` `plotResidualBoxplot()`	Plot Boxplots of Residuals
`plot_residual_density()` `plotResidualDensity()`	Residual Density Plot
`plot_prc()` `plot_roc()` `plotROC()`	Precision-Recall Curve (PRC)
`plotD3_roc()`	Receiver Operating Characteristic (ROC) in D3 with r2d3 package.
`plot_rroc()` `plotRROC()`	Regression Receiver Operating Characteristic (RROC)
`plotD3_rroc()`	Regression Receiver Operating Characteristic (RROC) in D3 with r2d3 package.
`plot_scalelocation()` `plotScaleLocation()`	Scale location plot
`plotD3_scalelocation()` `plotD3ScaleLocation()`	Scale Location Plot in D3 with r2d3 package.
`plot_tsecdf()` `plotTwoSidedECDF()`	Two-sided Cumulative Distribution Function
Scores Scores for model and plot functions
`score()`	Model Scores computations
`score_acc()`	Accuracy
`score_auc()` `scoreROC()`	Area Under ROC Curve (AUC)
`score_cooksdistance()` `scoreCooksDistance()`	Score based on Cooks Distance
`score_dw()` `scoreDW()`	Durbin-Watson Score
`score_f1()`	F1 Score
`score_gini()`	Gini Coefficient
`score_halfnormal()` `scoreHalfNormal()`	Half-Normal Score
`score_mae()` `scoreMAE()`	Mean Absolute Error
`score_mse()` `scoreMSE()`	Mean Square Error
`score_peak()` `scorePeak()`	Peak Score
`score_precision()`	Precision
`score_r2()`	R-squared
`score_rec()` `scoreREC()`	Area Over the Curve for REC Curves
`score_recall()`	Recall
`score_rmse()` `scoreRMSE()`	Root Mean Square Error
`score_rroc()` `scoreRROC()`	Area Over the Curve for RROC Curves
`score_runs()` `scoreRuns()`	Runs Score
`score_specificity()`	Specificity
`score_one_minus_acc()`	One minus accuracy
`score_one_minus_auc()`	One minus Area Under ROC Curve (AUC)
`score_one_minus_f1()`	One Minus F1 Score
`score_one_minus_gini()`	One minus Gini Coefficient
`score_one_minus_precision()`	One Minus Precision
`score_one_minus_specificity()`	One minus specificity
`score_one_minus_recall()`	One minus recall
Misc
`audit()`	Deprecated

Reference

Computational functions

Plots

Scores

Misc