quickOutlier (version 0.1.0)
Detect and Treat Outliers in Data Mining
Description
Implements a suite of tools for outlier detection and treatment
in data mining. It includes univariate methods (Z-score, Interquartile Range),
multivariate detection using Mahalanobis distance, and density-based
detection (Local Outlier Factor) via the 'dbscan' package. It also
provides functions for visualization using 'ggplot2' and data cleaning
via Winsorization.