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ORION (version 1.1.1)

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

1.1.1

License

GPL-2

Maintainer

Hans Kestler

Last Published

February 12th, 2026

Functions in ORION (1.1.1)

keepSize

Filter for Size
plot.ConfusionTable

Extended Confusion Table Plot
print.Groupwise

Prints all details about a Groupwise object.
plot.PredictionMap

Heatmap of a PredictionMap Object
plot.Groupwise

Heatmap of a Groupwise Object
plot.Subcascades

Heatmap of a Subcascades Object
plotBaseClassifier

Base Classifier Performance Heatmap
print.PredictionMap

Prints all details about a PredictionMap object.
screeningData

screening data
subcascades

Subcascades Evaluation
summary.ConfusionTable

Summary of confusion tables
print.ConfusionTable

Prints all details about a ConfusionTable object.
summary.Conf

Summary of conf
print.Conf

Prints all details about a Conf object.
projectData

1D data projection
summarySubcascades

Overview Subcascades
tunePareto.occ

Ordinal Classifier Cascade Tune Pareto Object
print.Subcascades

Prints all details about a Subcascades object.
summary.Groupwise

Overview Class Groups
summary.PredictionMap

Summary of prediction maps
summary.Subcascades

Summary Subcascades Characteristics
predictionMap

Construction of a Prediction Map Object
summaryClasses

Occurrence of Classes by Size
plotConf

Base Classifier Performance Heatmap
esl_org

ESL Dataset
dropSets

Filter out Subcascades
as.subcascades

Coerce to a Subcascades Object
confusionTable

Construction of a Confusion Table
dropSize

Filters for size
groupwise

Coerce to a Groupwise object
ORION-package

ORION: Example Package
keepSets

Filter Subcascades
dropThreshold

Exclude Cascades Based on Threshold
generateGraphs

Generate a dot string graph for the obtained cascades/subcascades
as.edgedataframe

Coerce to an Edge List
keepThreshold

Filters for Threshold
conf

Construction of Binary Classifier Sensitivities
mergeSubcascades

Merge Subcascades
esl

ESL Dataset
ordinalData

ordinal data
nonOrdinalData

non-ordinal data
plot.Conf

Base Classifier Performance Heatmap