audit | Deprecated |
auditorData | Artificial auditorData |
check_residuals | Automated tests for model residuals |
check_residuals_autocorrelation | Checks for autocorrelation in target variable or in residuals |
check_residuals_outliers | Checks for outliers |
check_residuals_trend | Checks for trend in residuals |
model_cooksdistance | Cook's distances |
model_evaluation | Create model evaluation explanation |
model_halfnormal | Create Halfnormal Explanation |
model_performance | Create Model Performance Explanation |
model_residual | Create Model Residuals Explanation |
plot | Model Diagnostic Plots |
plot_acf | Autocorrelation Function Plot |
plot_autocorrelation | Autocorrelation of Residuals Plot |
plot_cooksdistance | Influence of Observations Plot |
plot_correlation | Correlation of Model's Residuals Plot |
plotD3 | Model Diagnostic Plots in D3 with r2d3 package. |
plotD3_acf | Plot Autocorrelation Function in D3 with r2d3 package. |
plotD3_autocorrelation | Autocorrelation Plot in D3 with r2d3 package. |
plotD3_cooksdistance | Influence of observations Plot in D3 with r2d3 package. |
plotD3_halfnormal | Plot Half-Normal in D3 with r2d3 package. |
plotD3_lift | Plot LIFT in D3 with r2d3 package. |
plotD3_prediction | Plot Prediction vs Target, Observed or Variable Values in D3... |
plotD3_rec | Regression Error Characteristic Curves (REC) in D3 with r2d3... |
plotD3_residual | Plot Residuals vs Observed, Fitted or Variable Values in D3... |
plotD3_roc | Receiver Operating Characteristic (ROC) in D3 with r2d3... |
plotD3_rroc | Regression Receiver Operating Characteristic (RROC) in D3... |
plotD3_scalelocation | Scale Location Plot in D3 with r2d3 package. |
plot_halfnormal | Half-Normal plot |
plot_lift | LIFT Chart |
plot_pca | Principal Component Analysis of models |
plot_prediction | Predicted response vs Observed or Variable Values |
plot_radar | Model Ranking Plot |
plot_rec | Regression Error Characteristic Curves (REC) |
plot_residual | Plot Residuals vs Observed, Fitted or Variable Values |
plot_residual_boxplot | Plot Boxplots of Residuals |
plot_residual_density | Residual Density Plot |
plot_roc | Precision-Recall Curve (PRC) |
plot_rroc | Regression Receiver Operating Characteristic (RROC) |
plot_scalelocation | Scale location plot |
plot_tsecdf | Two-sided Cumulative Distribution Function |
print.auditor_model_cooksdistance | Prints Model Cook's Distances Summary |
print.auditor_model_evaluation | Prints Model Evaluation Summary |
print.auditor_model_halfnormal | Prints Model Halfnormal Summary |
print.auditor_model_performance | Prints Model Performance Summary |
print.auditor_model_residual | Prints Model Residual Summary |
print.auditor_score | Prints of Models Scores |
score | Model Scores computations |
score_acc | Accuracy |
score_auc | Area Under ROC Curve (AUC) |
score_auprc | Area under precision-recall curve |
score_cooksdistance | Score based on Cooks Distance |
score_dw | Durbin-Watson Score |
score_f1 | F1 Score |
score_gini | Gini Coefficient |
score_halfnormal | Half-Normal Score |
score_mae | Mean Absolute Error |
score_mse | Mean Square Error |
score_one_minus_acc | One minus accuracy |
score_one_minus_auc | One minus Area Under ROC Curve (AUC) |
score_one_minus_auprc | One Minus area under precision-recall curve |
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_recall | One minus recall |
score_one_minus_specificity | One minus specificity |
score_peak | Peak Score |
score_precision | Precision |
score_r2 | R-squared |
score_rec | Area Over the Curve for REC Curves |
score_recall | Recall |
score_rmse | Root Mean Square Error |
score_rroc | Area Over the Curve for RROC Curves |
score_runs | Runs Score |
score_specificity | Specificity |
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