audit | Deprecated |

auditorData | 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 |

modelEvaluation | Create model evaluation explaination |

modelFit | Create Halfnormal Explanation |

modelPerformance | Create Model Performance Explaination |

modelResiduals | Create Model Residuals Explaination |

model_cooksdistance | Cook's distances |

model_evaluation | Create model evaluation explaination |

model_halfnormal | Create Halfnormal Explanation |

model_performance | Create Model Performance Explaination |

model_residual | Create Model Residuals Explaination |

observationInfluence | Cook's distances |

plot.auditor_model_cooksdistance | Model Diagnostic Plots |

plot.auditor_model_evaluation | Model Diagnostic Plots |

plot.auditor_model_halfnormal | Model Diagnostic Plots |

plot.auditor_model_performance | Model Diagnostic Plots |

plot.auditor_model_residual | Model Diagnostic Plots |

plotACF | Autocorrelation Function Plot |

plotAutocorrelation | Autocorrelation of Residuals Plot |

plotCooksDistance | Influence of Observations Plot |

plotD3 | Model Diagnostic Plots in D3 with r2d3 package. |

plotD3.auditor_model_cooksdistance | Model Diagnostic Plots in D3 with r2d3 package. |

plotD3.auditor_model_evaluation | Model Diagnostic Plots in D3 with r2d3 package. |

plotD3.auditor_model_halfnormal | Model Diagnostic Plots in D3 with r2d3 package. |

plotD3.auditor_model_residual | Model Diagnostic Plots in D3 with r2d3 package. |

plotD3ACF | Plot Autocorrelation Function in D3 with r2d3 package. |

plotD3Autocorrelation | Autocorrelation Plot in D3 with r2d3 package. |

plotD3CooksDistance | Influence of observations Plot in D3 with r2d3 package. |

plotD3HalfNormal | Plot Half-Normal in D3 with r2d3 package. |

plotD3LIFT | Plot LIFT in D3 with r2d3 package. |

plotD3Prediction | Plot Prediction vs Target, Observed or Variable Values in D3 with r2d3 package. |

plotD3REC | Regression Error Characteristic Curves (REC) in D3 with r2d3 package. |

plotD3Residual | Plot Residuals vs Observed, Fitted or Variable Values in D3 with r2d3 package. |

plotD3ScaleLocation | Scale Location Plot in D3 with r2d3 package. |

plotD3_acf | Plot Autocorrelation Function in D3 with r2d3 package. |

plotD3_auditor | Model Diagnostic Plots 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 with r2d3 package. |

plotD3_rec | Regression Error Characteristic Curves (REC) in D3 with r2d3 package. |

plotD3_residual | Plot Residuals vs Observed, Fitted or Variable Values in D3 with r2d3 package. |

plotD3_roc | Receiver Operating Characteristic (ROC) in D3 with r2d3 package. |

plotD3_rroc | Regression Receiver Operating Characteristic (RROC) in D3 with r2d3 package. |

plotD3_scalelocation | Scale Location Plot in D3 with r2d3 package. |

plotHalfNormal | Half-Normal plot |

plotLIFT | LIFT Chart |

plotModelCorrelation | Correlation of Model's Residuals 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 | Precision-Recall Curve (PRC) |

plotRROC | Regression Receiver Operating Characteristic (RROC) |

plotScaleLocation | Scale location plot |

plotTwoSidedECDF | Two-sided Cumulative Distribution Function |

plot_acf | Autocorrelation Function Plot |

plot_auditor | Model Diagnostic Plots |

plot_autocorrelation | Autocorrelation of Residuals Plot |

plot_cooksdistance | Influence of Observations Plot |

plot_correlation | Correlation of Model's Residuals Plot |

plot_halfnormal | Half-Normal plot |

plot_lift | LIFT Chart |

plot_pca | Principal Component Analysis of models |

plot_prc | Precision-Recall Curve (PRC) |

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 |

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 |

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 |