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ORION (version 1.0.4)

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

1.0.4

License

GPL-2

Maintainer

Hans Kestler

Last Published

September 27th, 2025

Functions in ORION (1.0.4)

mergeSubcascades

Merge Subcascades
groupwise

Coerce to a Groupwise object
plot.Groupwise

Heatmap of a Groupwise Object
keepSize

Filter for Size
plot.Conf

Base Classifier Performance Heatmap
keepThreshold

Filters for Threshold
plot.ConfusionTable

Extended Confusion Table Plot
ordinalData

ordinal data
nonOrdinalData

non-ordinal data
keepSets

Filter Subcascades
predictionMap

Construction of a Prediction Map Object
print.Subcascades

Prints all details about a Subcascades object.
print.Conf

Prints all details about a Conf object.
print.PredictionMap

Prints all details about a PredictionMap object.
plotBaseClassifier

Base Classifier Performance Heatmap
plotConf

Base Classifier Performance Heatmap
summary.PredictionMap

Summary of prediction maps
summary.Groupwise

Overview Class Groups
screeningData

screening data
subcascades

Subcascades Evaluation
print.Groupwise

Prints all details about a Groupwise object.
print.ConfusionTable

Prints all details about a ConfusionTable object.
tunePareto.occ

Ordinal Classifier Cascade Tune Pareto Object
summarySubcascades

Overview Subcascades
summary.Conf

Summary of conf
plot.PredictionMap

Heatmap of a PredictionMap Object
summary.ConfusionTable

Summary of confusion tables
plot.Subcascades

Heatmap of a Subcascades Object
summaryClasses

Occurrence of Classes by Size
summary.Subcascades

Summary Subcascades Characteristics
as.edgedataframe

Coerce to an Edge List
ORION-package

ORION: Example Package
confusionTable

Construction of a Confusion Table
esl_org

ESL Dataset
dropThreshold

Exclude Cascades Based on Threshold
dropSize

Filters for size
as.subcascades

Coerce to a Subcascades Object
conf

Construction of Binary Classifier Sensitivities
dropSets

Filter out Subcascades
esl

ESL Dataset