Detect and Treat Outliers in Data Mining


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Documentation for package ‘quickOutlier’ version 0.1.0

Help Pages

detect_density Detect Density-Based Anomalies (LOF)
detect_multivariate Detect Multivariate Anomalies (Mahalanobis Distance)
detect_outliers Detect Anomalies in a Data Frame
plot_outliers Plot Outliers with ggplot2
scan_data Scan Entire Dataset for Outliers
treat_outliers Treat Outliers (Winsorization/Capping)