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ORION (version 1.0.3)

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

225

Version

1.0.3

License

GPL-2

Maintainer

Hans Kestler

Last Published

February 7th, 2022

Functions in ORION (1.0.3)

esl

ESL Dataset
conf

Construction of Binary Classifier Sensitivities
as.subcascades

Coerce to a Subcascades Object
dropSets

Filter out Subcascades
dropSize

Filters for size
dropThreshold

Exclude Cascades Based on Threshold
confusionTable

Construction of a Confusion Table
as.edgedataframe

Coerce to an Edge List
groupwise

Coerce to a Groupwise object
esl_org

ESL Dataset
plot.Groupwise

Heatmap of a Groupwise Object
plot.PredictionMap

Heatmap of a PredictionMap Object
keepSets

Filter Subcascades
plotConf

Base Classifier Performance Heatmap
print.Conf

Prints all details about a Conf object.
ordinalData

ordinal data
print.ConfusionTable

Prints all details about a ConfusionTable object.
predictionMap

Construction of a Prediction Map Object
keepThreshold

Filters for Threshold
nonOrdinalData

non-ordinal data
plot.Subcascades

Heatmap of a Subcascades Object
mergeSubcascades

Merge Subcascades
summary.Subcascades

Summary Subcascades Characteristics
summary.PredictionMap

Summary of prediction maps
plotBaseClassifier

Base Classifier Performance Heatmap
subcascades

Subcascades Evaluation
plot.ConfusionTable

Extended Confusion Table Plot
print.Subcascades

Prints all details about a Subcascades object.
summary.Conf

Summary of conf
screeningData

screening data
plot.Conf

Base Classifier Performance Heatmap
summary.ConfusionTable

Summary of confusion tables
keepSize

Filter for Size
print.Groupwise

Prints all details about a Groupwise object.
print.PredictionMap

Prints all details about a PredictionMap object.
summaryClasses

Occurrence of Classes by Size
summarySubcascades

Overview Subcascades
summary.Groupwise

Overview Class Groups
tunePareto.occ

Ordinal Classifier Cascade Tune Pareto Object