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ORION (version 1.1.0)

Ordinal Relations

Description

Functions to handle ordinal relations reflected within the feature space. Those function allow to search for ordinal relations in multi-class datasets. One can check whether proposed relations are reflected in a specific feature representation. Furthermore, it provides functions to filter, organize and further analyze those ordinal relations.

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Version

Install

install.packages('ORION')

Monthly Downloads

215

Version

1.1.0

License

GPL-2

Maintainer

Hans Kestler

Last Published

February 10th, 2026

Functions in ORION (1.1.0)

keepThreshold

Filters for Threshold
generateGraphs

Generate a dot string graph for the obtained cascades/subcascades
plot.Conf

Base Classifier Performance Heatmap
mergeSubcascades

Merge Subcascades
keepSets

Filter Subcascades
keepSize

Filter for Size
groupwise

Coerce to a Groupwise object
plot.ConfusionTable

Extended Confusion Table Plot
nonOrdinalData

non-ordinal data
print.Conf

Prints all details about a Conf object.
print.ConfusionTable

Prints all details about a ConfusionTable object.
plot.Subcascades

Heatmap of a Subcascades Object
plotBaseClassifier

Base Classifier Performance Heatmap
projectData

1D data projection
print.Subcascades

Prints all details about a Subcascades object.
ordinalData

ordinal data
summarySubcascades

Overview Subcascades
tunePareto.occ

Ordinal Classifier Cascade Tune Pareto Object
summary.Subcascades

Summary Subcascades Characteristics
summary.Groupwise

Overview Class Groups
summaryClasses

Occurrence of Classes by Size
summary.PredictionMap

Summary of prediction maps
summary.Conf

Summary of conf
plot.PredictionMap

Heatmap of a PredictionMap Object
plot.Groupwise

Heatmap of a Groupwise Object
summary.ConfusionTable

Summary of confusion tables
predictionMap

Construction of a Prediction Map Object
plotConf

Base Classifier Performance Heatmap
screeningData

screening data
print.PredictionMap

Prints all details about a PredictionMap object.
print.Groupwise

Prints all details about a Groupwise object.
subcascades

Subcascades Evaluation
dropSize

Filters for size
dropThreshold

Exclude Cascades Based on Threshold
as.edgedataframe

Coerce to an Edge List
esl_org

ESL Dataset
conf

Construction of Binary Classifier Sensitivities
dropSets

Filter out Subcascades
ORION-package

ORION: Example Package
confusionTable

Construction of a Confusion Table
as.subcascades

Coerce to a Subcascades Object
esl

ESL Dataset