All functions

BudgetUK

Budget Shares of British Households

add_id()

Enrich source data with an ID

as.anomalies()

Create a class anomalies from a (pre-filterd) stranger/singular

cor()

Cor

crazyfy()

Data preparation before detection of strangers

filter(<stranger>) filter(<singular>)

dplyr methods

explore()

Data Exploration plots

fortify(<anomalies>) fortify(<stranger>) fortify(<singular>)

Merge stranger/singular objects to a dataset

get_anomalies()

Retrieve anomalies

get_info(<singular>)

singularized metrics information

get_info(<stranger>)

stranger object information

investigate_feature_importance()

importFrom ranger ranger

lucky_odds()

Quickly apply stanger full process flow to flag candidates anomalies applying one weird method

plot(<stranger>) plot(<fortifiedanomaly>) plot(<anomalies>) plot(<singular>)

Data visualizations of anomaly score locally around a specific data point

singularize()

Singularize: derive metrics after scores noramlisation and eventual stacking

strange()

Computes anomaly metrics by invoking specific method(s) with associated sets of parameters

weird()

Define a call to a weird function

weird_knn() weird_lof() weird_autoencode() weird_abod() weird_pcout() weird_isofor() weird_kmeans() weird_mahalanobis() weird_randomforest()

weirdness wrappers for available anomalies detection methods

weirds_list()

Provides the list of available methods