auditor1.3.5 package

Deprecated

Automated tests for model residuals

Checks for autocorrelation in target variable or in residuals

Checks for outliers

Checks for trend in residuals

Cook's distances

Create model evaluation explanation

Create Halfnormal Explanation

Create Model Performance Explanation

Create Model Residuals Explanation

Model Diagnostic Plots

Autocorrelation Function Plot

Autocorrelation of Residuals Plot

Influence of Observations Plot

Correlation of Model's Residuals Plot

Half-Normal plot

LIFT Chart

Principal Component Analysis of models

Predicted response vs Observed or Variable Values

Model Ranking Plot

Regression Error Characteristic Curves (REC)

Plot Residuals vs Observed, Fitted or Variable Values

Plot Boxplots of Residuals

Residual Density Plot

Precision-Recall Curve (PRC)

Regression Receiver Operating Characteristic (RROC)

Scale location plot

Two-sided Cumulative Distribution Function

Model Diagnostic Plots in D3 with r2d3 package.

Plot Autocorrelation Function in D3 with r2d3 package.

Autocorrelation Plot in D3 with r2d3 package.

Influence of observations Plot in D3 with r2d3 package.

Plot Half-Normal in D3 with r2d3 package.

Plot LIFT in D3 with r2d3 package.

Plot Prediction vs Target, Observed or Variable Values in D3 with r2d3...

Regression Error Characteristic Curves (REC) in D3 with r2d3 package.

Plot Residuals vs Observed, Fitted or Variable Values in D3 with r2d3 ...

Receiver Operating Characteristic (ROC) in D3 with r2d3 package.

Regression Receiver Operating Characteristic (RROC) in D3 with r2d3 pa...

Scale Location Plot in D3 with r2d3 package.

Prints Model Cook's Distances Summary

Prints Model Evaluation Summary

Prints Model Halfnormal Summary

Prints Model Performance Summary

Prints Model Residual Summary

Prints of Models Scores

Model Scores computations

Accuracy

Area Under ROC Curve (AUC)

Area under precision-recall curve

Score based on Cooks Distance

Durbin-Watson Score

F1 Score

Gini Coefficient

Half-Normal Score

Mean Absolute Error

Mean Square Error

One minus accuracy

One minus Area Under ROC Curve (AUC)

One Minus area under precision-recall curve

One Minus F1 Score

One minus Gini Coefficient

One Minus Precision

One minus recall

One minus specificity

Peak Score

Precision

R-squared

Area Over the Curve for REC Curves

Recall

Root Mean Square Error

Area Over the Curve for RROC Curves

Runs Score

Specificity