AnalysisClass-class: An S4 class representing analysis data

In mvattulainen/preproviz: Tools for Visualization of Interdependent Data Quality Issues

Description

An S4 class representing analysis data

Slots

objectname

(character) Name of the object

basedata

(data frame) A data frame containing the original data

numericbasedata

(data frame) A data frame containing the original data without class labels.

classlabel

(factor) A vector of class labels of the original data

constructeddata

(data frame) Constructed data. Feature vectors from computevalue combined as a data frame

minmaxconstructeddata

(data frame) Min-max normalized constructed data

combineddata

(data frame) Basedata and constructed data combined (note: may include missing values)

combinednumericdata

(data frame) Basedata and constructed data combined without class labels

longformatmixmaxconstructeddata

(data frame) Minmaxconstructeddata in long format

distancematrix

(matrix) Distance matrix of minmaxconstructeddata

dendogram

(dendrogram) Variable clusters (note: not in use)

lofscores

(numeric) A vector of LOF scores

cmds

(data frame) Classical multidimensional scaling two-dimensional data point computed from minmaxconstructeddata

variableimportancedata

(data frame) Constructed features and their random forest variable importance scores for predicting classlabel

lofsumdata

(data frame) mixmax normalized LOF scores of minmaxconstructed data summed with minmax normalized LOF scores of numericbasedata

mvattulainen/preproviz documentation built on May 23, 2019, 10:54 a.m.