ORION1.0.3 package

Ordinal Relations

keepSize

Filter for Size

keepThreshold

Filters for Threshold

as.edgedataframe

Coerce to an Edge List

as.subcascades

Coerce to a Subcascades Object

conf

Construction of Binary Classifier Sensitivities

confusionTable

Construction of a Confusion Table

dropSets

Filter out Subcascades

dropSize

Filters for size

dropThreshold

Exclude Cascades Based on Threshold

groupwise

Coerce to a Groupwise object

keepSets

Filter Subcascades

mergeSubcascades

Merge Subcascades

plot.Conf

Base Classifier Performance Heatmap

plot.ConfusionTable

Extended Confusion Table Plot

plot.Groupwise

Heatmap of a Groupwise Object

plot.PredictionMap

Heatmap of a PredictionMap Object

plot.Subcascades

Heatmap of a Subcascades Object

plotBaseClassifier

Base Classifier Performance Heatmap

plotConf

Base Classifier Performance Heatmap

predictionMap

Construction of a Prediction Map Object

print.Conf

Prints all details about a Conf object.

print.ConfusionTable

Prints all details about a ConfusionTable object.

print.Groupwise

Prints all details about a Groupwise object.

print.PredictionMap

Prints all details about a PredictionMap object.

print.Subcascades

Prints all details about a Subcascades object.

subcascades

Subcascades Evaluation

summary.Conf

Summary of conf

summary.ConfusionTable

Summary of confusion tables

summary.Groupwise

Overview Class Groups

summary.PredictionMap

Summary of prediction maps

summary.Subcascades

Summary Subcascades Characteristics

summaryClasses

Occurrence of Classes by Size

summarySubcascades

Overview Subcascades

tunePareto.occ

Ordinal Classifier Cascade Tune Pareto Object

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.

  • Maintainer: HA Kestler
  • License: GPL-2
  • Last published: 2022-02-07