Simple Toolkit in R for ANomalies Get, Explain and Report

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Documentation for package ‘stranger’ version 0.3.3

Help Pages

add_id Enrich source data with an ID
as.anomalies Create a class anomalies from a (pre-filterd) stranger/singular
BudgetUK Budget Shares of British Households
cor-method Correlation for stranger objects
crazyfy Data preparation before detection of strangers
explore Data Exploration plots
filter.singular dplyr methods
filter.stranger dplyr methods
fortify.anomalies Merge stranger/singular objects to a dataset
fortify.singular Merge stranger/singular objects to a dataset
fortify.stranger Merge stranger/singular objects to a dataset
get_anomalies Retrieve anomalies
get_info stranger object information
get_info.singular singularized metrics information
get_info.stranger stranger object information
lucky_odds Quickly apply stanger full process flow to flag candidates anomalies applying one weird method
plot.anomalies Data visualizations of anomaly score locally around a specific data point
plot.fortifiedanomaly Data visualizations of anomaly score locally around a specific data point
plot.singular Data visualizations of anomaly score locally around a specific data point
plot.stranger Data visualizations of anomaly score locally around a specific data point
singular Normalize anomalies metrics and (eventually) stack them
singularize Normalize anomalies metrics and (eventually) stack them
strange Computes anomaly metrics by invoking specific method(s) with associated sets of parameters
stranger Computes anomaly metrics by invoking specific method(s) with associated sets of parameters
weird Define a call to a weird function
weirds_list Provides the list of available methods
weird_abod weirdness wrappers for available anomalies detection methods
weird_autoencode weirdness wrappers for available anomalies detection methods
weird_isofor weirdness wrappers for available anomalies detection methods
weird_kmeans weirdness wrappers for available anomalies detection methods
weird_knn weirdness wrappers for available anomalies detection methods
weird_lof weirdness wrappers for available anomalies detection methods
weird_mahalanobis weirdness wrappers for available anomalies detection methods
weird_pcout weirdness wrappers for available anomalies detection methods
weird_randomforest weirdness wrappers for available anomalies detection methods