Plot Autocorrelation Function in D3 with r2d3 package.
Regression Receiver Operating Characteristic (RROC) in D3 with r2d3 package.
LIFT Chart
Half-Normal plot
Correlation of Model's Residuals Plot
Influence of Observations Plot
Autocorrelation Function Plot
Regression Receiver Operating Characteristic (RROC)
Plot Boxplots of Residuals
Plot Residuals vs Observed, Fitted or Variable Values
Autocorrelation of Residuals Plot
Scale location plot
Predicted response vs Observed or Variable Values
Receiver Operating Characteristic (ROC) in D3 with r2d3 package.
Plot Residuals vs Observed, Fitted or Variable Values in D3 with r2d3 package.
print.auditor_model_evaluation
Prints Model Evaluation Summary
print.auditor_model_halfnormal
Prints Model Halfnormal Summary
Principal Component Analysis of models
Scale Location Plot in D3 with r2d3 package.
Model Ranking Plot
Model Scores computations
Durbin-Watson Score
Prints of Models Scores
Area under precision-recall curve
Gini Coefficient
Half-Normal Score
Residual Density Plot
F1 Score
One minus Gini Coefficient
Regression Error Characteristic Curves (REC)
score_one_minus_precision
One Minus Precision
print.auditor_model_performance
Prints Model Performance Summary
Specificity
print.auditor_model_residual
Prints Model Residual Summary
Mean Square Error
Area Under ROC Curve (AUC)
Peak Score
Mean Absolute Error
Accuracy
R-squared
Score based on Cooks Distance
Runs Score
Area Over the Curve for REC Curves
Area Over the Curve for RROC Curves
Precision
Precision-Recall Curve (PRC)
print.auditor_model_cooksdistance
Prints Model Cook's Distances Summary
Two-sided Cumulative Distribution Function
One minus accuracy
One Minus area under precision-recall curve
One minus Area Under ROC Curve (AUC)
Root Mean Square Error
One minus recall
score_one_minus_specificity
One minus specificity
Recall
One Minus F1 Score
check_residuals_autocorrelation
Checks for autocorrelation in target variable or in residuals
Create model evaluation explanation
Automated tests for model residuals
Artificial auditorData
Create Halfnormal Explanation
Checks for outliers
Plot Prediction vs Target, Observed or Variable Values in D3 with r2d3 package.
Model Diagnostic Plots
Plot LIFT in D3 with r2d3 package.
Autocorrelation Plot in D3 with r2d3 package.
Checks for trend in residuals
Deprecated
Cook's distances
Create Model Performance Explanation
Create Model Residuals Explanation
Plot Half-Normal in D3 with r2d3 package.
Influence of observations Plot in D3 with r2d3 package.
Regression Error Characteristic Curves (REC) in D3 with r2d3 package.
Model Diagnostic Plots in D3 with r2d3 package.