TransitionCount-class: External Transition Count

In clusTransition: Monitor Changes in Cluster Solutions of Dynamic Datasets

Description

Trace cluster solutions of dynamic datasets at consecutive time points and counts the clusters that experiences external transition. External transition includes Survive, Split, Merge, newly emerged, and Died candidates.

Slots

Survive

Number of candidates survive from first clustering ξ_1.

Split

Number of candidates from first clustering ξ_1 that split into several daughter clusters at second clustering ξ_2.

Merge

Number of candidates from first clustering ξ_1 that merge toghter at second clustering ξ_2.

Died

Number of candidates from first clusterin ξ_1 that disapeared at second clustering ξ_2.

SurvivalRatio

Ratio of survive clusters to total number of clusters from first clusering ξ_1.

AbsorptionRatio

Ratio of Merged clusters to total number of clusters from first clusering ξ_1.

passforwardRatio

Sum of SurvivalRatio and AbsorptionRatio.

Survival_thrHold

Threshold for survival of clusters.

Split_thrHold

Threhold for split of clusters.

Cluster_Tracex

Vector containing each cluster result from first clustering ξ_1.

clusTransition documentation built on Feb. 23, 2021, 1:06 a.m.